Josh Bersin:2024: The Year That Changes Business Forever (Podcast)The podcast "2024: The Year That Changes Business Forever" by Josh Bersin explores anticipated transformations in business by 2024. It highlights the impact of AI, labor shortages, and evolving organizational structures. The podcast delves into the 2023 economic performance, changes in employee engagement, and the necessity for businesses to adapt strategically. It emphasizes a shift towards dynamic, flatter organizations and the critical role of systemic HR practices in shaping future business landscapes.
Josh Bersin探讨了2024年企业预期的转型。这些转型由AI的应用、劳动力短缺和组织结构的变化驱动。播客讨论了2023年的经济表现、员工参与度的变化以及企业为应对未来挑战所需的适应策略。它强调了向动态、扁平化组织的转变和系统性人力资源实践在塑造未来商业环境中的重要作用。
In this podcast I recap 2023 and discuss the big stories for 2024, and to me this year is a tipping point that changes business forever. Why do I say this? Because we’re entering a world of labor shortages, redesign of our companies, and business transformation driven by AI. We’ll look back on 2024 and realize it was a very pivotal year.
(Note: In mid-January we’re going to be publishing our detailed predictions report. This article is an edited transcript of this week’s podcast, so it reads like a conversation.)
Podcast Begins:
Interestingly, the entire year 2023 people were worried about a recession and it didn’t happen. In fact, economically and financially, we had a very strong year. Inflation in the United States and around the world went down. We did have to suffer rising interest rates, and that was a shock, but it was long overdue.
I really think the problem we experienced is we had low interest rates for far too long, encouraging speculative investment. Now that the economy is more rational, consumer demand is high, the business environment is solid, and the stock market is performing well. The Nasdaq is almost at an all time high, the seven super stocks did extremely well: the big tech companies, the big retailers, the oil companies, many of the consumer luxury goods companies did extremely well. And the only companies that didn’t do well were the companies that couldn’t make it through the transformation that’s going on.
On the cultural front we had the Supreme Court overturning affirmative action in education, which led to a political backlash on diversity and inclusion. The woke mind virus by Elon Musk and similar discussions further pushed back DEI programs, which has made chief diversity officers life difficult. We’re living through two wars, which have been very significant for many companies. I know a lot of you have closed down operations in Russia, and anybody doing business in Israel is having a tough time. And we’ve had this continuous period where every piece of data about employee engagement shows that employees are burned out, tired, stressed. They feel that they’re overworked.
Despite this employee sentiment, wages went up by over 5% and people who changed jobs saw raise wages of 8% or more. The unemployment rate is very low so there are a lot of jobs. You could ask yourself, why are people stressed?
I think it’s a continued overhang of the pandemic: the remote work challenges, the complexities and inconsistencies in hybrid work. And something else: the younger part of the workforce, those who are going to be living a lot longer than people who are baby boomers, are basically saying I don’t really want to kill myself just to get ahead. I want to have a life. I want to quietly quit. If my company don’t take care of me, I’m going to work my wage, meaning I’m going to work as hard as I’m paid, no more than that. And that mentality has created an environment for the four-day work week, which I think is coming quicker than you realize. And unions, which are politically in favor, are rising at an all time increase in about 25, 30 years.
Inflation and the need to raise wages to attract talent leads to pay equity problems. This domain is more complex than you think. You can read about it in our research and in 2024 it belongs on your list. 2024 will also see enormous demand for career reinvention, career development, growth programs, coaching, mentorship, allyship and support amongst the younger part of the workforce. And that means that if you’re in retail, healthcare, hospitality, or one of the other industries that hires younger people you have to accommodate this tremendous demand for benefits. These are things that became very clear in 2023.
But let’s talk about the elephant in the room: the biggest thing that happened in 2023 was AI.
AI has transformed the conversations we have about everything from media to publishing to HR technology to recruiting to employee development to employee experience. As you probably know, I’m very high on AI. I think it’s going to have a huge transformational effect on our companies, our jobs, our careers, and our personal lives. AI will improve our health, our ability to learn, the way we consume news (note that the NYT just sued OpenAI and Microsoft for copyright infringement). Almost every part of our life will be transformed by AI.
I know from our conversations that most of you are trying to understand it and see where it fits. And many of you have been told by your CEO, “we need an AI strategy for the company as well as in HR.” And the AI strategy in HR is one thing, but the bigger topic is the rest of the company. So HR is going to have to be a part of this transformation: the new roles, jobs, rewards, and skills we need.
This year I’m very excited that we introduced Galileo™, which about 500 or so of you have been using. We’re going to launch the corporate version for everybody in the corporate membership in February, so corporate members stay tuned (or join). Galileo brings AI to HR in an easy-to-use, safe, and high-value way, so it will help you get your strategy together. It’s basically ready to go. Then later in the year we’ll launch a version to the JBA community and more. AI, despite all the fear-mongering, is already a very positive technology.
Where are we going next? Well as the title of this article states, I think this is the year that changes business forever. And I’m not trying to be hyperbolic, I really see a tipping point. Let me give you the story.
For about a decade I’ve been writing about the flattening of organizations, breaking down of hierarchies, creating what I used to call the networked organization. And this is now mainstream and we’ve decided to call it the Dynamic Organization.
And what we mean by this, as you read about in the Dynamic Organization research or in the Post-Industrial Age study, is that the functional hierarchies of jobs, careers, organizations and companies are being broken down for really good reasons.
The reason we have functional hierarchies, job levels and siloed business functions is because they’re patterned after the industrial age when companies made money by selling products and services at scale. The automobile industry, the oil and gas industry, the manufacturing industries, the CPG industries, even the pharmaceutical companies are essentially building things, bringing them to market, launching them, selling them, and distributing them in a linear chain. And that “scalable industrial business model” is how we designed our organizations.
So we built large organizations for R&D, large organizations for product management and product design and packaging, large organizations for marketing, large organizations for sales, large organizations for business development and distribution, supply chain, and so on (including Finance and HR). And all these ten or fifteen business functions had their own hierarchies. So you, as an employee, worked your way up those hierarchies. When I graduated from college in 1978 as an engineer, I went into one of those hierarchies.
For each employee you were an engineer, a salesperson, a marketing manager, or whatever and you worked your way up the pyramid. And at some point in your career you crossed over and did other things, but that was fairly unusual. That wasn’t really the career path. You worked about 35-40 years in that profession and then you retired.
And a lot of companies had another construct: management and labor. Management decided “what to do” and labor “did it.”
And all of these designs helped us build most of the HR practices we use today, including hiring, pay, performance management, succession, career management, goal setting, leadership development, and on and on. Today, if you look at how the most valued companies in the world, they don’t operate this way any more. Why? Because it slows them down like molasses. If you have to traverse a functional hierarchy to come up with a new idea it takes months or years to create something new.
Today value is created through innovation, time to market, closeness to customers, and unique and high-value offerings. The “hierarchy” wasn’t designed for this at all.
Here are a few dogmas to consider. We used to think that all new ideas come out of R&D. That’s crazy. Of course R&D is important, but some of the most innovative companies in the world don’t even have R&D departments, they have product teams. The Research Department at Microsoft didn’t even invent AI, the company had to partner with OpenAI, a company that has less than a thousand employees.
Here’s another one to consider. Deloitte consultants used to talk about “innovation at the edge,” otherwise known as “skunk works.” We used to advise clients to “separate the new ideas from the scale business” so they new ideas don’t get crushed or ignored. Well today all the new ideas come from the operating businesses, and we iterate in a real-time way. So there’s another industrial organization structure that just no longer applies.
So what we’ve been going through in the dynamic organization, and we’ve studied this in detail, is that we’ve got to design our companies to be flatter. We’ve got to simplify the job titles and descriptions so people can move around. We have to organize people into cross functional teams, we have to motivate and train people to work across the functional silos. We have to build agile working groups, we have to redo performance management around teams and projects, not around individual goals and cascading goals. We need to build pay equity into the system so you’re paid fairly regardless of where you started.
Let’s talk about pay. One of the problems with the hierarchy is you get a raise every year based on your performance appraisal. And after a few years your pay may have been quite a bit different than somebody sitting next to you simply because of your appraisals. But you may not be delivering any more than them. That wasn’t fair.
If you came into the company with a background in marketing, you made less money than somebody who came into the company with a background in engineering. But five years later you might be doing the same stuff but making different amounts of money. And then there’s gender bias, age bias, and other non-performance factors. In a “skills meritocracy,” as we call it, pay equity has to get fixed.
We’ve got to have developmental careers and talent marketplaces and open job opportunities and mentoring for people. And these people practices are the facilitation of becoming more dynamic. And the problem of not being dynamic is what happened at Salesforce, Meta, and other tech companies last year. Salesforce hired thousands of salespeople during the last upcycle after the pandemic, and then a year later laid most of them off. Meta did the same thing. Google’s probably next.
These companies, operating in the industrial mindset, thought that the only way to grow is to hire more salespeople, more engineers, or more marketing folks. But the quantity of people in one of these business functions doesn’t necessarily drive growth and profitability. What matters is how they work together and what they do, not how many of them there are.
This old idea that we’re going to grow the company by hiring, hiring, hiring is gone. It doesn’t work anymore. It’s still a part of the growth part of the company, you’re always hiring to replace people, to bring new skills, et cetera, and to bring new perspectives. But in a dynamic organization, a lot of the growth comes from within. People grow too.
Even the word growth mindset has become overused. We need to have an organizational growth mindset so that we can grow as an organization. A great example of this is Intel. Intel lost their way in the manufacturing of semiconductors and also in the R&D. Now they’re reinventing themselves internally and their stock is skyrocketing. They didn’t hire some guru to tell them what to do, they know what to do. They just need to get around to doing it.
Google has more AI engineers than OpenAI, Anthropic, and all the other little guys put together, but they didn’t execute well. Now they’re executing better. They brought their AI teams together into cross-functional groups and they’re sharing IP from YouTube with other business areas. I bet they stomp many of the others in AI once they get it going. That’s part of being a dynamic organization.
You as HR people know better than anybody how dysfunctional it is when there are multiple groups in the company doing competing things and they’re not working together because they don’t know about each other, or they don’t talk to each other. There’s no cross fertilization or they’re protecting their turf. All of these are the things that get in the way of being a dynamic organization.
And the reason it’s relevant in the next year is this has taken hold. Things like talent marketplaces and career pathways and skills-based organizations, skills based hiring, skills based pay, skills based careers, skills based development, et cetera… these are not just HR fads, they’re solutions to this big shift: making companies more dynamic. Despite their value in the past, hierarchical stove-piped companies don’t operate very well anymore.
Now this isn’t an A-B switch type of thing. This is an evolution, but it’s taking place very quickly. And the reason we came up with this concept of Systemic HR is we in HR have to do the same thing. The HR function itself operates in silos. We’ve got the recruiting group, the DEI group, the Comp group, the L&D group, the business partners, the group that does compliance, the group that worries about wellbeing. We’ve got somebody over here is doing an EX project, somebody over there is doing a data management project, a people analytics group.
Okay. Those are all great functional areas that belong in HR. But if they’re not working together on the problems that the company has, and I mean the big problems, growth, profitability, productivity, M&A, etc., then who cares? Then you’re at level one or level two in systemic HR. We built the Systemic HR initiative around business problems. And that’s how we came up with the new HR operating model (read more details here or view the video overview).
I think Systemic HR will be a very big deal for 2024, and there are many reasons. Not only are we living in a labor shortage but there’s another accelerant, and that is AI. For those of you that have used Galileo, and I hope you all get a chance to use it this year, it’s absolutely unbelievable how AI can pull together information, data, text from many sources in the company and make sense of what your company is doing.
You know as well as I do, if you’ve worked in sales, if you’ve worked in marketing, if you worked in finance, these are siloed groups. Few companies have a truly integrated data management system for all of their customer data match to their sales, data match to their revenue, data match to their marketing. Customer data platforms are a idea, but it doesn’t really happen very often, and it takes tens to hundreds of millions of dollars and many, many systems to do that. Well, AI does this almost automatically.
So when you pull together a tool like Galileo, and you use our research as part of the corpus, and you add data about employee turnover, for example, in your company, or pay variations, you’ll see the relationship between pay and turnover just by asking a question. You don’t have to go spend months doing an analysis and trying to figure out if the analysis is any good. And that’s happening all over the company in sales and customer service and R&D and marketing – everywhere.
So this more integrated, dynamic organization is happening before your eyes. In 2024, this is the context for almost everything we’re going to be working on now.
The other context is the labor market, which is going to be very tough. You’ve read about from us and others about how tight the labor market is now. Unemployment in the United States is 3.8%, and it’s not going to get much better. Even if we do have a recession, which is questionable, there aren’t enough people to hire. The fertility rate is low, and even if every company gives employees fertility benefits and they all have babies, it will take twenty years for these people to go to work. So all of the developed countries: US, UK, Canada, Germany, Japan, the Nordics, China, Russia, the fertility rate has been low for a long time. The World Bank sees working population shrinking within ten years in almost every developed economy.
Since hiring is going to get harder and we’ll see fewer and fewer working people, companies have to be much more integrated in hiring. And we all have to look the Four R’s: Recruit, Retain, Reskill, Redesign. This puts HR in the middle of a lot of job redesign, career reinvention, and a serious look at developing skills, not hiring skills, and using the tools we have as hr professionals to help the organization improve productivity without just hiring and hiring and hiring.
I measure the success of companies by two things. One is their endurance: how well have they fared over ups and downs? The second is their revenue per employee. Companies with low revenues per employee tend to be poorly managed companies relative to their peers. Of course there’s a lot of industry differences.
When we went through our GWI industry work: healthcare, consumer goods, pharma, banking, we could see the high performing companies were very efficient on a headcount basis. And we found out these companies are actually implementing Systemic HR practices.
The other driver that we’re living in a service economy. Interestingly enough, in the United States, more than 70% of our GDP is now services. So the people you have, the humans in your company, are the product. And if you’re not getting good output per dollar of revenue per human, you’re not running the company very well.
And this leads to many management topics.
How are we going to build early and mid-level leaders?
How can we rethink what employees really need? The topics of employee engagement and employee experience are really 25 to 30 years old. They need a massive update.
How are we going to implement AI in L&D and replace a lot of these old systems that everybody kind of hates, but we’re stuck with?
What’s going on with the ERP vendors and what role will they play as we replace our HR tech with AI powered systems?
How will we implement scalable talent intelligence? In a world of labor shortages talent intelligence becomes even more important, whether you think of it for sourcing and recruiting or an internal mobility or just a strategic planning initiative.
How do we all get comfortable with AI?
And then there’s this issue of Systemic HR and developing your team, your function, your operating model to be more adaptive and more dynamic.
So I look back on 2023 I feel it was one of the most fascinating and fun and enriching years that I’ve had. I am always amazed and impressed and energized by you, by you guys who were out there on the firing lines, dealing with these complex issues and companies with old technologies and all sorts of changes going on and how you’re adapting. I continue to be more impressed and more excited about the HR profession every year. I think a lot of people who aren’t in HR think we do a lot of compliance and administration stuff and we fire people. That is the tiniest part of what we do.
2024 is going to be an important year. You as an HR professional are going to have to learn a lot of things. You’re going to learn about Systemic HR issues, you’re going to learn about AI, and you’re going to learn to be a consultant.
There’s no question in my mind that over the next decade or two dynamic organization management is going to become a bigger and bigger issue – how we manage people and companies. And I don’t mean manage like supervise, I mean develop, move, retain, pay, et cetera, culture, all of those things.
I leave 2023 very energized about what’s to come with AI. And if you’re afraid of AI, just take a deep breath and relax. It’s not going to bite you. There’s nothing evil here. It’s a data driven system. If you don’t have your data act together, you’re not going to get a lot of good value out of AI.
I talked to Donna Morris at Walmart last week; I talked to Nickle LaMoreaux at IBM; and I talked with the senior HR leaders at Microsoft. They’re all seeing huge returns on investment from the early implementations, and seeing hundreds of use cases. We’re going to have a lot of new tools and lots of vendor shakeout. (Check out what SAP is up to and where Workday is going.)
Stay tuned for our big Predictions report coming out in mid January. That report is my chance to give you some deep perspectives on where I think things are going, recap things that have happened over the last couple of years, and give you some perspectives for the year ahead.
As always we would be more than happy to walk through these things with your team.
I hope you have a really nice holiday season and you take a deep breath.
The world is never perfect. It’s never been perfect. It wasn’t perfect in the past. It won’t be perfect in the future.
But the environment you live in and the environment that you create can be enriching, enjoyable, productive, and healthy, and fun if you decide. And I think we all have the opportunity to make those decisions.
It has been a pleasure and an honor for me to serve and work with you this last year, and I’m really looking forward to an amazing 2024 together.
–END OF PODCAST–
Irresistible: The Seven Secrets of the World’s Most Enduring, Employee-Focused Organizations
观点
2023年12月30日
观点
Sam Altman的17条“希望早点知道的建议”,帮你更好得做2024年规划Sam Altman 给你17条“希望早点知道的建议”
即将踏入2024年，Sam Altman更新博客，写下17条“希望早点知道的建议”，希望对正在做2024年规划的人们有帮助。
1.乐观、执着、自信、原始的动力和人际关系是事情开始的关键。
2.有凝聚力的团队，冷静和紧迫的合理搭配，以及非凡的投入是成事的关键。长期的方向目标是稀缺的；无需过分担心短期内其他人的看法，随着时间的推移，这会变得更容易。
3.对于团队而言，完成一项真正重要的艰巨任务，比起做一些并不那么重要的简单工作要更有意义；大胆的想法能够激发斗志。
4.激励机制的效果有如超能力，在设定时需经过慎重考虑。
5.把你的资源集中在少数有着高度信念的目标上，实际上可以剔除掉的东西多于你的想象。
6.沟通要清晰简洁。
7.每当你看到官僚主义和废话时，就与之斗争，也要让其他人参与斗争。不要让组织架构妨碍人们高效地协同工作。
8.结果才是最重要的；好过程不是坏结果的遮羞布。
9.花更多的时间在招聘上。在高潜力、成长快的人身上冒险。除了智力之外，除了智力外，还要寻找他们实际完成任务的证据。
10.超级明星实际比表面更有价值；但评价员工时，需要考虑他们对组织整体绩效的真正影响。
11.迅速迭代能可以弥补许多不足；通常情况下，如果你能迅速调整，即使犯下错误也无所谓。计划应以十年为周期，执行则应以周来衡量。
12.不要违背商业上的基本规律。
13.灵感易逝，人生苦短。不行动是一种既隐而又致命的风险。 14.规模往往具有令人惊讶的涌现特性。
15.借助复合增长的力量；尤其是，你会想要创建一个随着规模扩大而能够获得增长优势的企业。
16.站起来继续前行。
17.与优秀的人共事是人生中最美好的部分之一。
What I Wish Someone Had Told Me
Optimism, obsession, self-belief, raw horsepower and personal connections are how things get started.
Cohesive teams, the right combination of calmness and urgency, and unreasonable commitment are how things get finished. Long-term orientation is in short supply; try not to worry about what people think in the short term, which will get easier over time.
It is easier for a team to do a hard thing that really matters than to do an easy thing that doesn’t really matter; audacious ideas motivate people.
Incentives are superpowers; set them carefully.
Concentrate your resources on a small number of high-conviction bets; this is easy to say but evidently hard to do. You can delete more stuff than you think.
Communicate clearly and concisely.
Fight bullshit and bureaucracy every time you see it and get other people to fight it too. Do not let the org chart get in the way of people working productively together.
Outcomes are what count; don’t let good process excuse bad results.
Spend more time recruiting. Take risks on high-potential people with a fast rate of improvement. Look for evidence of getting stuff done in addition to intelligence.
Superstars are even more valuable than they seem, but you have to evaluate people on their net impact on the performance of the organization.
Fast iteration can make up for a lot; it’s usually ok to be wrong if you iterate quickly. Plans should be measured in decades, execution should be measured in weeks.
Don’t fight the business equivalent of the laws of physics.
Inspiration is perishable and life goes by fast. Inaction is a particularly insidious type of risk.
Scale often has surprising emergent properties.
Compounding exponentials are magic. In particular, you really want to build a business that gets a compounding advantage with scale.
Get back up and keep going.
Working with great people is one of the best parts of life.
https://blog.samaltman.com/what-i-wish-someone-had-told-me
Josh Bersin人工智能实施越来越像传统IT项目Josh Bersin的文章《人工智能实施越来越像传统IT项目》提出了五个主要发现：
数据管理：强调数据质量、治理和架构在AI项目中的重要性，类似于IT项目。
安全和访问管理：突出AI实施中强大的安全措施和访问控制的重要性。
工程和监控：讨论了持续工程支持和监控的需求，类似于IT基础设施管理。
供应商管理：指出了AI项目中彻底的供应商评估和选择的重要性。
变更管理和培训：强调了有效变更管理和培训的必要性，这对AI和IT项目都至关重要。
原文如下，我们一起来看看：
As we learn more and more about corporate implementations of AI, I’m struck by how they feel more like traditional IT projects every day.
Yes, Generative AI systems have many special characteristics: they’re intelligent, we need to train them, and they have radical and transformational impact on users. And the back-end processing is expensive.
But despite the talk about advanced models and life-like behavior, these projects have traditional aspects. I’ve talked with more than a dozen large companies about their various AI strategies and I want to encourage buyers to think about the basics.
Finding 1: Corporate AI projects are all about the data.
Unlike the implementation of a new ERP system, payroll system, recruiting, or learning platform, an AI platform is completely data dependent. Regardless of the product you’re buying (an intelligent agent like Galileo™, an intelligent recruiting system like Eightfold, or an AI-enabling platform to provide sales productivity), success depends on your data strategy. If your enterprise data is a mess, the AI won’t suddenly make sense of it.
This week I read a story about Microsoft’s Copilot promoting election lies and conspiracy theories. While I can’t tell how widespread this may be, it simply points out that “you own the data quality, training, and data security” of your AI systems.
Walmart’s My Assistant AI for employees already proved itself to be 2-3x more accurate at handling employee inquiries about benefits, for example. But in order to do this the company took advantage of an amazing IT architecture that brings all employee information into a single profile, a mobile experience with years of development, and a strong architecture for global security.
One of our clients, a large defense contractor, is exploring the use of AI to revolutionize its massive knowledge management environment. While we know that Gen AI can add tremendous value here, the big question is “what data should we load” and how do we segment the data so the right people access the right information? They’re now working on that project.
During our design of Galileo we spent almost a year combing through the information we’ve amassed for 25 years to build a corpus that delivers meaningful answers. Luckily we had been focused on data management from the beginning, but if we didn’t have a solid data architecture (with consistent metadata and information types), the project would have been difficult.
So core to these projects is a data management team who understands data sources, metadata, and data integration tools. And once the new AI system is working, we have to train it, update it, and remove bias and errors on a regular basis.
Finding 2: Corporate AI projects need heavy focus on security and access management.
Let’s suppose you find a tool, platform, or application that delivers a groundbreaking solution to your employees. It could be a sales automation system, an AI-powered recruiting system, or an AI application to help call center agents handle problems.
Who gets access to what? How do you “layer” the corpus to make sure the right people see what they need? This kind of exercise is the same thing we did at IBM in the 1980s, when we implemented this complex but critically important system called RACF. I hate to promote my age, but RACF designers thought through these issues of data security and access management many years ago.
AI systems need a similar set of tools, and since the LLM has a tendency to “consolidate and aggregate” everything into the model, we may need multiple models for different users.
In the case of HR, if build a talent intelligence database using Eightfold, Seekout, or Gloat which includes job titles, skills, levels, and details about credentials and job history, and then we decide to add “salary” … oops.. well all of a sudden we have a data privacy problem.
I just finished an in-depth discussion with SAP-SuccessFactors going through the AI architecture, and what you see is a set of “mini AI apps” developed to operate in Joule (SAP’s copilot) for various use cases. SAP has spent years building workflows, access patterns, and various levels of user security. They designed the system to handle confidential data securely.
Remember also that tools like ChatGPT, which access the internet, can possibly import or leak data in a harmful way. And users may accidentally use the Gen AI tools to create unacceptable content, dangerous communications, and invoke other “jailbreak” behaviors.
In your talent intelligence strategy, how will you manage payroll data and other private information? If the LLM uses this data for analysis we have to make sure that only appropriate users can see it.
Finding 3: Corporate AI projects need focus on “prompt engineering” and system monitoring.
In a typical IT project we spend a lot of time on the user experience. We design portals, screens, mobile apps, and experiences with the help of UI designers, artists, and craftsmen. But in Gen AI systems we want the user to “tell us what they’re looking for.” How do we train or support the user in prompting the system well?
If you’ve ever tried to use a support chatbot from a company like Paypal you know how difficult this can be. I spent weeks trying to get Paypal’s bot to tell me how to shut down my account, but it never came close to giving me the right answer. (Eventually I figured it out, even though I still get invoices from a contractor who has since deceased!)
We have to think about these issues. In our case, we’ve built a “prompt library” and series of workflows to help HR professionals get the most out of Galileo to make the system easy to use. And vendors like Paradox, Visier (Vee), and SAP are building sophisticated workflows that let users ask a simple question (“what candidates are at stage 3 of the pipeline”) and get a well formatted answer.
If you ask a recruiting bot something like “who are the top candidates for this position” and plug it into the ATS, will it give you a good answer? I’m not sure, to be honest – so the vendors (or you) have to train it and build workflows to predict what users will ask.
This means we’ll be monitoring these systems, looking at interactions that don’t work, and constantly tuning them to get better.
A few years ago I interviewed the VP of Digital Transformation at DBS (Digital Bank of Singapore), one of the most sophisticated digital banks in the world. He told me they built an entire team to watch every click on the website so they could constantly move buttons, simplify interfaces, and make information easier to find. We’re going to need to do the same thing with AI, since we can’t really predict what questions people will ask.
Finding 4: Vendors will need to be vetted.
The next “traditional IT” topic is going to be the vetting of vendors. If I were a large bank or insurance company and I was looking at advanced AI systems, I would scrutinize the vendor’s reputation and experience in detail. Just because a firm like OpenAI has built a great LLM doesn’t mean that they, as a vendor, are capable of meeting your needs.
Does the vendor have the resources, expertise, and enterprise feature set you require? I recently talked with a large enterprise in the middle east who has major facilities in Saudi Arabia, Dubai, and other countries in the region. They do not and will not let user information, queries, or generated data leave their jurisdiction. Does the vendor you select have the ability to handle this requirement? Small AI vendors will struggle with these issues, leading IT to do risk assessment in a new way.
There are also consultants popping up who specialize in “bias detection” or testing of AI systems. Large companies can do this themselves, but I expect that over time there will be consulting firms who help you evaluate the accuracy and quality of these systems. If the system is trained on your data, how well have you tested it? In many cases the vendor-provided AI uses data from the outside world: what data is it using and how safe is it for your application?
Finding 5: Change management, training, and organization design are critical.
Finally, as with all technology projects, we have to think about change management and communication. What is this system designed to do? How will it impact your job? What should you do if the answers are not clear or correct? All these issues are important.
There’s a need for user training. Our experience shows that users adopt these systems quickly, but they may not understand how to ask a question or how to interpret an answer. You may need to create prompt libraries (like Galileo), or interactive conversation journeys. And then offer support so users can resolve answers which are wrong, unclear, or inconsistent.
And most importantly of all, there’s the issue of roles and org design. Suppose we offer an intelligent system to let sales people quickly find answers to product questions, pricing, and customer history. What is the new role of sales ops? Do we have staff to update and maintain the quality of the data? Should we reorganize our sales team as a result?
We’ve already discovered that Galileo really breaks down barriers within HR, for example, showing business partners or HR leaders how to handle issues that may be in another person’s domain. These are wonderful outcomes which should encourage leaders to rethink how the roles are defined.
In our company, as we use AI for our research, I see our research team operating at a higher level. People are sharing information, analyzing cross-domain information more quickly, and taking advantage of interviews and external data at high speed. They’re writing articles more quickly and can now translate material into multiple languages.
Our member support and advisory team, who often rely on analysts for expertise, are quickly becoming consultants. And as we release Galileo to clients, the level of questions and inquiries will become more sophisticated.
This process will happen in every sales organization, customer service organization, engineering team, finance, and HR team. Imagine the “new questions” people will ask.
Bottom Line: Corporate AI Systems Become IT Projects
At the end of the day the AI technology revolution will require lots of traditional IT practices. While AI applications are groundbreaking powerful, the implementation issues are more traditional than you think.
I will never forget the failed implementation of Siebel during my days at Sybase. The company was enamored with the platform, bought, and forced us to use it. Yet the company never told us why they bought it, explained how to use it, or built workflows and job roles to embed it into the company. In only a year Sybase dumped the system after the sales organization simply rejected it. Nobody wants an outcome like that with something as important as AI.
As you learn and become more enamored with the power of AI, I encourage you to think about the other tech projects you’ve worked on. It’s time to move beyond the hype and excitement and think about real-world success.
观点
2023年12月17日
观点
12 Opportunities for HR in 2024: From Support Function to Strategic Partner
This decade has been uniquely challenging to business with economic uncertainty, geopolitical tension, and the aftermath of the largest global pandemic for a century. But in the coming years, disruptions are likely to increase in frequency and severity (1). The business environment is increasingly volatile, uncertain, complex, and often ambiguous (2). Coupled with rapid advances in technology, organisations are transforming at an unprecedented pace and frequency – from ‘episodic transformation’ toward ‘continuous transformation’ (3).
At the same time, companies are confronted with a series of organisational shifts that have significant implications for structures, processes, and people. These include complex questions around finding the optimal balance between in-person and remote work, building new organisational capabilities in the face of challenging workforce demographics and talent gaps, and focusing on developing a healthy, inclusive, and thriving company culture (4).
HR is the CEO's right-hand in enlightened organisations.
(Barbara Lavernos , Deputy CEO at L'Oreal (5)
HR’s journey from support function to strategic partner has accelerated in recent years. During the pandemic, the CHRO and the HR function became as important to the company as the CFO and the finance function were in the global financial crisis (6). The importance of the CHRO and the function they lead will likely continue as many of the most significant challenges facing organisations (see FIG 1) essentially have people elements at their core. The ability of CHROs to assume new responsibilities, drive transformation for the enterprise, and reinvent and upskill the HR function, and therefore meet these higher expectations, will be critical to organisational success (7, 8).
CHROs have the ability to drive a company’s growth and business outcomes by effectively using people strategy, data insights, and technology to the company’s advantage.
Chuck Robbins, Chair and CEO at Cisco (9)
FIG 1:
For over a decade, I’ve published an annual set of predictions or trends that will shape work and HR for the upcoming year. For 2024, I want to frame these instead as ‘opportunities’ rather than ‘predictions’ – mainly because they will likely take more than a single year to play out. They are informed by the research and work we do at Insight222, interviews with guests on the Digital HR Leaders podcast, conversations with senior HR leaders, thinkers, and industry analysts, and market analysis. References are numbered throughout, and a comprehensive list is included at the end of the article.
Get involved – what should opportunities #11 and #12 be?
Readers may note that the title and accompanying image indicate 12 opportunities, whereas only ten are outlined. That is because – as was the case in the previous three years - I’m keen to crowdsource the final two opportunities from readers. What other opportunities should be included? Please let me know in the comments section below, and I’ll add my favourite two to an updated version in the New Year.
THE 2024 OPPORTUNITIES FOR HR
The first ten opportunities for HR to accelerate its journey from support function to strategic partner are set out below:
1. Prove the value of a fairer, healthier, and more humane organisation
One of HR’s key responsibilities as the steward of people and culture in the organisation (10) is to advocate for a ‘people, first’ approach. With record levels of burnout (11, 12, 13), deepening skills shortages (14), and raised employee expectations about work (15), HR has a pivotal role to play not only in hiring, developing, and retaining great talent, but fashioning the culture and environment to enable talent to perform and thrive. Putting wellbeing at the centre, developing an inclusive and equitable culture, personalising the employee experience, and listening and acting on the employee voice, are just four ways to deliver on this opportunity. Collectively, these initiatives are designed to reinforce the ‘H’ in HR and demonstrate that building a fairer, healthier, and more humane organisation isn’t just the ‘right thing’ to do for the workforce, but that it drives business success too (16). Indeed, research by firms including McKinsey, BCG and PwC (see FIG 2) finds that companies that provide a clear people advantage, who consistently invest in building and developing their human capital and imbue a compelling employee value proposition and experience are more resilient and enjoy better financial performance than their peers (17, 18, 19).
FIG 2:
2. Prepare the organisation and HR for the age of AI
While the hyperbole about generative AI has deepened HR’s engagement with AI (20, 21), research from Gartner finds that only 22% of HR leaders are highly engaged in enterprise-wide discussions on the topic (22). HR should seek to play a leading role as early studies find that AI doesn’t just boost operational performance and productivity (23) but can be used to build better organisations too (24). Four areas where HR should lobby to get involved – all while reinforcing the ‘H’ in HR - are (i) Aligning the workforce transformation that will be required due to AI in line with company strategy and vision (25). (ii) Leading on the development of responsible AI policies and enablement programs (26). (iii) Prioritising high-impact use cases for deploying AI across HR programs and the employee lifecycle (27, 28, 29, 30, FIG 3). (iv) Reimagining the work of key HR roles including the automation of repetitive tasks and increasing the focus on high-value strategic work (31, 32) (v) Building upskilling programs for leaders, managers, employees, and HR professionals. Research finds that if companies can activate the growth combination of data, technology, and people, they stand to gain a premium of up to 11% on top-line productivity. (33).
AI is the defining technology of our time, creating a massive paradigm that will transform the way we work with even greater impact than the introduction of the PC
Kathleen Hogan , Chief People Officer at Microsoft (34)
FIG 3
3. Redesign workplaces and work for the hybrid era
Since the pandemic, 90 percent of companies have embraced a range of hybrid work models (35) with most employees now working remotely over 25% of the time (36, FIG 4). Moreover, eight out of ten CHROs say they have no plans to decrease the amount of remote work in the next 12 months (37). Indeed, Nick Bloom predicts here that in the coming years remote work will experience a ‘swoosh effect’ due to the impact of technology as well as new firms and managers being more open to remote. (38, 39). The debate shouldn’t just be fixated on where people work, it should also provide an opportunity to test traditional assumptions about how work is done and whatwork even is (40). It’s likely that this transition will play out over many years (41), and will require experimentation, data collection and analysis, and iterative learning. This provides the opportunity for chief people officers – and their people analytics teams - to play a leading role in the redesign of work and workplaces for the hybrid era. Research is already being published on topics such as when in-person matters most (42, 43), how teams that are intentional about collaboration are more productive (44), and how to drive innovation through adaptive teaming (45). Hybrid is here to stay, so let’s make hybrid work!
FIG 4
4. Shift people analytics from insight to impact
As Isabel Naidoo, chief people officer at Wise, articulated at the Insight222 Global Executive Retreat in Colorado in September, 2023: “People Analytics is the fastest route to credibility for the chief people officer.” (46). Certainly, for HR to be a truly strategic business partner, it has to have an impactful people analytics function. Insight222's fourth annual People Analytics Trends study, (47) finds that the discipline continues to grow in importance and influence with 22% of people analytics leaders now reporting to the CHRO (compared to 13% in 2020). The challenge for many companies is to move people analytics from insight to impact (48, 49). Our research identified eight distinct characteristics (see FIG 5) that set Leading Companies apart from their peers and enable them to deliver value on a consistent basis. Chief people officers wanting to shift their people analytics team to an ‘A Team’ (see FIG 6) should focus on understanding their organisation’s most pressing business priorities and then align and prioritise people analytics activities that will support them. A capable and flourishing people analytics team eases the path towards a quantified organisation (50) and an evidence-based HR function (51) Certainly, people analytics is a foundational capability to helping HR progress and realise the opportunities outlined in this article.
People Analytics is the fastest route to credibility for the chief people officer
Isabel Naidoo, Chief People Officer at Wise (46)
FIG 5
FIG 6
5. Partner more effectively with Finance
Deploying financial capital and human capital together is the secret to the success of a talent-driven organisation (52). If HR seeks to become a truly strategic partner to the business, then it needs to have an effective partnership with finance not least because of increasing regulation about the disclosure of human capital information (53, 54). Research by Insight222 (55) finds that when it comes to delivering value with people analytics, a strong relationship with finance can make the difference. Of the 65 (out of 271 companies) surveyed who confirmed that they had built a partnership with finance, 99% reported that the people analytics team had delivered measurable outcomes over the last 12 months. In HR, we need to be better at building business cases for investment, and in quantifying the commercial value of what we do – just like other business functions. Building a strong and mutually beneficial partnership with finance – like Alan Susi at S&P Global (56) and Laura Wright Shubert at MetLife (57) have achieved – is a good place to start.
6. Build the skills-based organisation
Talent gaps and shortages represent the most pressing challenge that companies face (58), with three-quarters of CEOs being concerned about how the availability of key skills will impact on their growth strategies (59). These talent scarcity challenges will only be exacerbated by shrinking working populations – especially in the G7 economies (60) and rapid advances in technology meaning that 44% of workers’ skills will be disrupted by 2028 (61). This is leading to a shift from the traditional focus on jobs to one on skills (62) and the continued rollout of internal talent marketplaces (63, 64) with one study finding that 90% of companies are moving towards a skills-based approach (65). The effort to do so should not be underestimated with the same study finding that less than 20% are currently adopting skills-based approaches to a significant extent. While it is still early days, benefits cited by companies that have made this shift include (i) Standard Chartered unlocking productivity of $2.1m from a talent marketplace pilot in India (66, 67), (ii) IBM improving diversity through skills-based hiring (68), (iii) Unilever increasing productivity by 40% and significantly reducing attrition through its internal talent marketplace (69), and (iv) J&J democratising career development and mobility for its employees (70). The undoubted potential of skills-based approaches for hiring, learning, internal mobility, compensation, and workforce planning is tantalising, but it also makes it difficult for organisations to know where to start. HR can help by identifying a challenge in a specific business function and/or location, partnering with a senior business stakeholder and piloting a skills-based approach, starting to build a skills taxonomy, and then learning and iterating as you go.
As companies jostle to build a complete picture of what they need (for the future of work) and how to get there, we’re fast learning that the real currency is skills
Placid Jover, Chief Talent Officer at Unilever (71)
FIG 7
7. Make workforce planning strategic
The shift to skills, the pace and frequency of transformation, and rapid technological advances have all increased the urgency for organisations to become proficient in strategic workforce planning. It is now a top three challenge for people leaders (see FIG 8, 72). The availability of data-driven insights is altering the landscape with responsibility for SWP increasingly coming under the auspices of the people analytics team – this is the case in 50% of companies, based on 2023 research by Insight222 (73). This is driving the expansion from a pure focus on cost and operational based workforce planning to strategic and skills-based workforce planning (74, 75), which enables organisations to get a clearer view on future talent needs and how to close any gaps (76, 77). Steps for HR leaders to do this well include (i) Linking SWP to the business strategy (78). (ii) Joint ownership of SWP with the business and close collaboration with finance. (iii) Prioritising the most critical workforce segments. (iv) Focusing on skills as well as cost. (v) Combining HR, business, and external data to get a full picture (79). (vi) Measuring the impact of workforce planning activities and linking these to business outcomes. (80, 81)
FIG 8
8. Advance diversity, equity, inclusion and belonging
The business case for diversity, equity, inclusion and belonging (DEIB) continues to grow stronger. In a recent McKinsey study, leadership diversity is convincingly associated with company performance, societal impact, and employee experience (82, FIG 9). Moreover, research by Insight222 found that in 2023 – for the third successive year - DEIB is the area where people analytics is adding the most business value (83). These timely reminders of the value of DEIB are important in a year where the US Supreme Court ruling on affirmative action led to some companies rolling back on their DEIB initiatives (84, 85). As such, HR leaders have a critical role to play in advancing the DEIB agenda in their organisations, demonstrating that it isn’t just the right thing to do, but that is demanded by employees and leads to better business outcomes. People analytics can help in terms of enabling the organisation to measure outcomes and drive action (86), using advanced analytics to get deeper insights on belonging and inclusion, and supporting organisational moves to be more transparent – including providing data that forms the basis of annual DEIB reports e.g. Microsoft (87). Also, with demographics meaning that 150 million jobs will shift to older workers by the end of the decade (88), HR has an opportunity to ensure that their organisation is able to attract, develop and retain older workers, and enable them to thrive.
FIG 9
9. Empower and invest in people managers
75% of HR Leaders say that their managers are overwhelmed by the growth of their job responsibilities (89) while more than 50% of managers report feeling burned out (90). These concerning statistics are not surprising given that the role of the manager is being changed beyond recognition due to digitalisation, hybrid work and agile initiatives (91, 92). The pressure is exacerbated by companies cutting middle management roles in the current macroeconomic climate. Given that studies find that investing in people managers leads to better firm financial performance (93) and is key to realising the opportunities from AI (94), it’s time to better support and empower people managers. One way HR can do this is through democratising people data to help managers to be more productive, support decisions on hiring, promotion and pay, and equip them with insights to be more effective and human leaders. The benefit of successfully democratising people data to managers are vast, with one 2023 study calculating that in a 10,000 person organisation, this could amount to $400 million in cost savings, and almost $200 million in revenue expansion (95, 96). HR leaders can also support people managers through being more thoughtful about spans and layers, reimagining the role of the manager, implementing capability building programs, and prioritising manager experience and wellbeing (97).
10. Prioritise HR upskilling
If HR is to become a true strategic partner to the business and realise the opportunities from new operating models (98) then chief people officers need to prioritise efforts to upskill their HR professionals – particularly on topics such as business acumen, technology, and analytics (99). At Insight222, our HR in the Digital Age study identified nine skills for the future HR professional to be more data driven, experience led, and business focused (100, 101). Additionally, our 2023 study, Upskilling the HR Professional: Building Data Literacy as Scale, highlighted the critical role of the chief people officer and their direct reports in role-modelling the use of people data and analytics (102). With another study by Mercer finding that 41% of chief people officers wish they had had greater depth in people analytics prior to assuming their roles, there is clearly significant room for improvement (103). On a more positive note, 55% of companies now say they have a data driven culture in HR, which is up from 42% in 2021. 2024 is the year to improve this further, and from a data literacy perspective, Insight222 research highlights five skills (see FIG 10) that HR professionals need to develop (104). Moreover, the study also highlights that the investment required is between $600-$800 per person for an upskilling program (see example in FIG 11). Now is the time to invest in upskilling HR professionals.
FIG 10
FIG 11
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(90) Dawn Klinghoffer and Katie Kirkpatrick-Husk PhD - More Than 50% of Managers Feel Burned Out (Harvard Business Review, 2023)
(91) Diane Gherson and Lynda Gratton - Managers Can’t Do It All (Harvard Business Review, 2022)
(92) Stacia Sherman Garr and Priyanka Mehrotra - What’s Holding Back Manager Effectiveness, and How to Fix It (MIT Sloan Management Review, 2023)
(93) Emily Field, Bryan Hancock, Stephanie Smallets, Ph.D., and Brooke Weddle - Investing in People Managers pays off literally (McKinsey, 2023)
(94) Emily Field , Bryan Hancock, Ruth Imose, PhD, and Lareina Yee - Middle managers hold the key to unlock generative AI (McKinsey, 2023)
(95) Lexy Martin - Unlocking Manager Effectiveness: The Next Driver of Value (Visier, 2023)
(96) Lexy Martin and David Green ?? - How to Democratise Data for People Manager Effectiveness (Digital HR Leaders podcast, myHRfuture, 2023)
(97) Bill Schaninger, Ph.D., Bryan Hancock, and Emily Field – Power to the Middle: Why Managers Hold the Key to the Future of Work (Harvard Business Review Press, 2023)
(98) Sandra Durth, Neel Gandhi, Asmus Komm, and Florian Pollner – HR’s new operating model (McKinsey, 2022)
(99) Dave Ulrich, Joe Grochowski, Norm Smallwood, and Joseph Hanson - What Makes an Effective HR Function? (The RBL Group, 2023)
(100) Manpreet Randhawa - 9 Skills HR Professionals Need to Succeed in the Digital Age (myHRfuture, 2023)
(101) Caroline Styr and Ian Bailie - HR in the Digital Age (Insight222, 2021)
(102) Naomi Verghese and Jonathan Ferrar - Upskilling the HR Profession: Building Data Literacy at Scale (Insight222, 2023)
(103) Gordin et al (see reference 7)
(104) Verghese and Ferrar (see reference 99)
A selection of other 2024 HR predictions and trends
There are a plethora of other resources documenting predictions and trends for HR and the future of work in 2024 including:
Gartner - Top 5 HR Trends and Priorities for 2024
Visier Inc. - 10 Workforce trends for 2024: The New Rules of HR
Mercer – 2024 Global Talent Trends
McKinsey - What matters most? Eight CEO priorities for 2024
Ken Oehler – RADICL People Predictions for 2024
Damon Klotz and Didier Elzinga - 7 trends that will define HR in 2024
Dr. Solange Charas and Stela Lupushor - HR and Workforce Trends Predictions for 2024
Dan Schawbel - 10 Predictions for 2024 from a World-of-Work Expert
Joelle Emerson - New Data: 2023 DEI Trends & 2024 Opportunities
Francesca Di Meglio - 8 HR Trends for 2024
LinkedIn News - 34 Big Ideas that will change our world in 2024
__________________________________________________________________
ABOUT THE AUTHOR
David Green ?? is a globally respected author, speaker, conference chair, and executive consultant on people analytics, data-driven HR and the future of work. As Managing Partner and Executive Director at Insight222, he has overall responsibility for the delivery of the Insight222 People Analytics Program, which supports the advancement of people analytics in over 90 global organisations. Prior to co-founding Insight222, David accumulated over 20 years experience in the human resources and people analytics fields, including as Global Director of People Analytics Solutions at IBM. As such, David has extensive experience in helping organisations increase value, impact and focus from the wise and ethical use of people analytics. David also hosts the Digital HR Leaders Podcast and is an instructor for Insight222's myHRfuture Academy. His book, co-authored with Jonathan Ferrar, Excellence in People Analytics: How to use Workforce Data to Create Business Value was published in the summer of 2021.
观点
2023年12月14日
观点
人工智能正在以比我预期更快的速度改变企业学习AI Is Transforming Corporate Learning Even Faster Than I Expected在《AI正在比我预想的更快地改变企业学习AI Is Transforming Corporate Learning Even Faster Than I Expected》这一文中，Josh Bersin强调了AI对企业学习和发展（L&D）领域的革命性影响。L&D市场价值高达3400亿美元，涵盖了从员工入职到操作程序等一系列活动。传统模型正在随着像Galileo™这样的生成性AI技术的发展而演变，这改变了内容的创建、个性化和传递方式。本文探讨了AI在L&D中的主要用例，包括内容生成、个性化学习体验、技能发展，以及用AI驱动的知识工具替代传统培训。举例包括Arist的AI内容创作、Uplimit的个性化AI辅导，以及沃尔玛实施AI进行即时培训。这种转型是深刻的，呈现了一个AI不仅增强而且重新定义L&D策略的未来。
在受人工智能影响的所有领域中，最大的变革也许发生在企业学习中。经过一年的实验，现在很明显人工智能将彻底改变这个领域。
让我们讨论一下 L&D 到底是什么。企业培训无处不在，这就是为什么它是一个价值 3400 亿美元的市场。工作中发生的一切（从入职到填写费用账户再到复杂的操作程序）在某种程度上都需要培训。即使在经济衰退期间，企业在 L&D 上的支出仍稳定在人均 1200-1500 美元。
然而，正如研发专业人士所知，这个问题非常复杂。有数百种培训平台、工具、内容库和方法。我估计 L&D 技术空间的规模超过 140 亿美元，这甚至不包括搜索引擎、知识管理工具以及 Zoom、Teams 和 Webex 等平台等系统。多年来，我们经历了许多演变：电子学习、混合学习、微型学习，以及现在的工作流程中的学习。
生成式人工智能即将永远改变这一切。
考虑一下我们面临的问题。企业培训并不是真正的教学，而是创造一个学习的环境。传统的教学设计以教师为主导，以过程为中心，但在工作中常常表现不佳。人们通过多种方式学习，通常没有老师，他们寻找参考资料，复制别人正在做的事情，并依靠经理、同事和专家的帮助。因此，必须扩展传统的教学设计模型，以帮助人们学习他们需要的东西。
输入生成人工智能，这是一种旨在合成信息的技术。像Galileo™这样的生成式人工智能工具 可以以传统教学设计师无法做到的方式理解、整合、重组和传递来自大型语料库的信息。这种人工智能驱动的学习方法不仅效率更高，而且效果更好，能够在工作流程中进行学习。
早期，在工作流程中学习意味着搜索信息并希望找到相关的东西。这个过程非常耗时，而且常常没有结果。生成式人工智能通过其神经网络的魔力，现在已经准备好解决这些问题，就像 L&D 的瑞士军刀一样。
这是一个简单的例子。我问Galileo™（该公司经过 25 年的研究和案例研究提供支持）：“我该如何应对总是迟到的员工？请给我一个叙述来帮助我？” 它没有带我去参加管理课程或给我看一堆视频，而是简单地回答了问题。这种类型的互动是企业学习的大部分内容。
让我总结一下人工智能在学习与发展中的四个主要用例：
生成内容：人工智能可以大大减少内容创建所涉及的时间和复杂性。例如，移动学习工具Arist拥有AI生成功能Sidekick，可以将综合的操作信息转化为一系列的教学活动。这个过程可能需要几周甚至几个月的时间，现在可以在几天甚至几小时内完成。
我们在Josh Bersin 学院使用 Arist ，我们的新移动课程现在几乎每月都会推出。Sana、Docebo Shape和以用户为中心的学习平台 360 Learning 等其他工具也同样令人兴奋。
个性化学习者体验：人工智能可以帮助根据个人需求定制学习路径，改进根据工作角色分配学习路径的传统模型。人工智能可以理解内容的细节，并使用该信息来个性化学习体验。这种方法比杂乱的学习体验平台（LXP）有效得多，因为LXP通常无法真正理解内容的细节。
Uplimit是一家致力于构建人工智能平台来帮助教授人工智能的初创公司，它正在使用其Cobot和其他工具为学习人工智能的技术专业人员提供个性化的指导和技巧。Cornerstone 的新 AI 结构按技能推荐课程，Sana 平台将 Galileo 等工具与学习连接起来，SuccessFactors 中的新 AI 功能还为用户提供了基于角色和活动的精选学习视图。
识别和发展技能：人工智能可以帮助识别内容中的技能并推断个人的技能。这有助于提供正确的培训并确定其有效性。虽然许多公司正在研究高级技能分类策略，但真正的价值在于可以通过人工智能识别和开发的细粒度、特定领域的技能。
人才情报领域的先驱者Eightfold、Gloat和SeekOut可以推断员工技能并立即推荐学习解决方案。实际上，我们正在使用这项技术来推出我们的人力资源职业导航器，该导航器将于明年初推出。
用知识工具取代培训：人工智能在学习与发展中最具颠覆性的用例也许是完全取代某些类型培训的潜力。人工智能可以创建提供信息和解决问题的智能代理或聊天机器人，从而可能消除对某些类型培训的需求。这种方法不仅效率更高，而且效果更好，因为它可以在个人需要时为他们提供所需的信息。
沃尔玛今天正在实施这一举措，我们的新平台 Galileo 正在帮助万事达卡和劳斯莱斯等公司在无需培训的情况下按需查找人力资源信息和政策信息。LinkedIn Learning 正在向 Gen AI 搜索开放其软技能内容，很快 Microsoft Copilot 将通过 Viva Learning 找到培训。
这里潜力巨大
在我作为分析师的这些年里，我从未见过一种技术具有如此大的潜力。人工智能将彻底改变 L&D 格局，重塑我们的工作方式，以便 L&D 专业人员可以花时间为企业提供咨询。
L&D 专业人员应该做什么？花一些时间来了解这项技术，或者参加Josh Bersin 学院的一些新的人工智能课程以了解更多信息。
随着我们继续推出像伽利略这样的工具，我知道你们每个人都会对未来的机会感到惊讶。L&D 的未来已经到来，而这一切都由人工智能驱动。
观点
2023年12月13日
观点
您需要了解的 19 个最重要的人力资源指标
In the complex, ever-evolving realm of human resources, effective decision-making is anchored in data-specific insights. This underlines the significance of HR metrics, which serve as key navigational beacons in the journey of driving business success. These metrics, or key performance indicators (KPI) – do not mix them with Key Result Areas (KRA), transform abstract aspects of HR management into quantifiable data, which can be measured, analyzed, and optimized. In this review, we will navigate through the 19 most crucial HR metrics, offering HR professionals and business leaders a comprehensive understanding of these powerful analytical tools.
Table of Contents
Key HR Metrics
Number of Employees (FTEs)
Employee Turnover Rate
Voluntary Turnover Rate
Employee Net Promoter Score (eNPS)
Employee Engagement
Employee Satisfaction
Employee Experience
Employee Value
Recruitment Metrics
Time to Hire
Time to Fill
Cost of Hire
Compensation and Benefits Metrics
Salary Range Penetration
Salary Averages
Pay Equity
Pay Gap
Gender Pay Gap
Talent Development Metrics
Employee Growth Rate
Retention Rates
Employee Performance Metrics
Summary
At the helm of these metrics are those concerning workforce management. Metrics such as employee turnover rate, retention rate, and absenteeism rate offer profound insights into the dynamics of the workforce. These HR metrics allow teams to assess workforce stability and employee engagement, and are instrumental in highlighting areas that need remedial action, contributing to enhancing workforce efficiency and fostering a positive organizational culture.
Moreover, the spectrum of HR metrics extends to illuminate performance-based aspects, using data points like productivity rate, performance score, and training effectiveness. These metrics are invaluable in tracking skill enhancement, individual and team performances, and the efficacy of training initiatives. By analyzing these HR metrics, HR Managers can optimize talent management strategies, assisting in the creation of a high-performing, competitive workforce.
Another significant category involves financial aspects including compensation competitiveness ratio and the cost of hiring. By yielding a clear perspective of the financial implications of HR policies, these metrics enable organizations to ensure their reward structures are market-competitive and recruitment processes are cost-effective. Armed with these HR metrics, management can strike an optimal balance between employee satisfaction and the organization’s financial health.
19 Most Important HR Metrics
To encapsulate, the knowledge and understanding of these 19 imperative HR metrics provide a robust framework for strategic decision making in HR management. Each data point, each metric acts like a compass directing towards greater business success. They bravely shine the light on areas of improvement, success, and stagnation. By intelligently utilizing these HR metrics as outlined in the HRM Guide, HR leaders stand poised to significantly augment their human resource initiatives, thereby strengthening the backbone of their organizations.
The relationship between HR Metrics and HR Analytics forms a powerful synergy that fuels informed decision-making. While HR Metrics offer quantifiable indicators of HR policies’ efficiency and effectiveness, HR Analytics dives deeper, harnessing these metrics to glean crucial insights and derive data-driven conclusions. This confluence of metrics and analytics is central to enhancing the overall effectiveness of HR management, ensuring that decisions made are grounded in empirical evidence and tailored to the organization’s evolving needs.
In essence, the symbiosis between HR Metrics and HR Analytics paves the way for continuous improvement and strategic foresight, standing testament to the commitment of HR teams and organizations in nurturing and safeguarding the success of their people.
Key HR Metrics
In the sphere of Human Resource Management, informed decision-making is the cornerstone of effective practice. It is this that underscores the quintessential value of Key HR Metrics. These quantitative indicators reflect the efficiency and effectiveness of HR policies and operations, generating valuable insights that guide business strategy. Harnessing these metrics equips HR practitioners with a robust toolkit to measure, analyze, and optimize various aspects of HR processes.
Navigating this vast array of metrics, a few distinguish themselves for their impact and universality. Among these are the Employee Net Promoter Score (eNPS), Employee Turnover Rate, and several other vital measures. The eNPS, a definitive metric of employee loyalty and job satisfaction, offers a transparent lens into the internal health of an organization. On the other hand, the Employee Turnover Rate stands as an indicator of organizational stability and workforce retention capacity. Thorough exploration and seamless integration of these key metrics play a pivotal role in honing effective HR strategies.
Number of Employees (FTEs)
Nestled within the cascade of HR metrics, the ‘Number of Employees’ or ‘Full-Time Equivalent’ (FTE) stands out as a fundamental measure of an organization’s human capital. This metric tracks the total number of full-time employees within the organization, encapsulating the breadth of the workforce at a glance. Understood across industries, FTE refers to the number of full-time employees that could have been employed if the reported number of hours worked by part-time employees had been worked by full-time employees.
While seemingly straightforward, the value derived from this key metric extends far beyond a cursory headcount. A clear understanding of the Number of Employees (FTEs) serves as a vital foundation for resource planning and analysis. It aids in assessing the organization’s growth and expansion capacity, mapping the trajectory of workforce development, and determining if current staffing levels are aligned with the business goals.
It also provides a clear picture of the scale at which HR policies and procedures operate, reinforcing the significance of understanding this measure within the larger HR Analytics structure. Ultimately, the metric mirrors the size and complexity of an organization’s human resources, guiding critical decisions about recruitment, retention, and resource allocation to align with the organization’s strategic objectives.
Employee Turnover Rate
Among the essential HR Metrics, the Employee Turnover Rate holds significant weight as a measure of workforce stability. This crucial metric gauges the rate at which employees exit an organization within a specified time frame, reflecting the tempo of attrition. An elevated turnover rate may be a symptom of underlying issues with job satisfaction, company culture, or a disconnect between employee expectations and organizational realities. By monitoring and analyzing this metric, HR specialists and business leaders alike can glean crucial insights into the overall health and attractiveness of their workplace.
Understanding the Employee Turnover Rate assists organizations in identifying areas in need of improvement and implementing targeted interventions. A high turnover rate can profoundly impact a company’s bottom line, as the loss of experienced personnel often leads to increased recruitment costs and decreased productivity. Additionally, it may negatively affect the morale of the remaining workforce, as employees witness their peers departing, potentially eroding the organization’s internal cohesion.
Conversely, a low Employee Turnover Rate often speaks to a thriving and nurturing work environment where employees are content and well-supported. It signifies that the organization has been successful in fostering a positive company culture, attractive compensation packages, and opportunities for personal and professional growth. Analyzing this metric in tandem with other HR Metrics, such as Employee Retention Rate and Employee satisfaction, can provide a comprehensive and holistic picture of the employee experience within the organization.
To sum up, the Employee Turnover Rate is an indispensable tool that allows HR professionals to recognize the strengths and weaknesses of their talent management strategies effectively. Pivoting their initiatives and interventions based on this data, organizations are better equipped to create a more stable, engaged, and high-performing workforce. Recognizing the immense value of this metric and taking proactive steps to address unwanted fluctuations is a testament to an organization’s commitment to its people’s success and well-being.
Voluntary Turnover Rate
In the sphere of human resource management, deciphering the dynamics of employee attrition is of paramount importance. Here, an essential metric that provides specific insights is the Voluntary Turnover Rate. Distinct from overall turnover, this metric zeroes in on the number of employees who willingly choose to leave the organization. By analyzing this key performance indicator, HR managers and business leaders gain valuable understanding into the effectiveness of their employee retention strategies and overall workplace health.
Unveiling the reasons behind voluntary departures empowers organizations to address potential lapses in their offerings and policies. Common drivers of voluntary turnover may include a lack of career advancement opportunities, insufficient compensation, or a misalignment of personal values with the organization’s culture. Identifying such factors through the lens of the Voluntary Turnover Rate enables HR teams to proactively design and implement relevant programs, cultivating a more nurturing, engaging work environment.
Moreover, tracking the Voluntary Turnover Rate in combination with other HR metrics, such as Employee Satisfaction and Employee Retention Rate, can provide a comprehensive overview of employee engagement and commitment. By addressing the issues highlighted by these interrelated metrics, organizations ensure that they maintain a content and productive workforce willing to contribute to the company’s long-term vision.
The Voluntary Turnover Rate serves as an eye-opening metric for understanding an organization’s employee retention capabilities. Through skillful analysis and thoughtful response, HR departments and business leaders can utilize this metric to sharpen their talent management strategies, sustain a resilient workforce, and ultimately, fortify their organization’s foundation by fostering a committed and satisfied team of professionals.
Employee Net Promoter Score (eNPS)
In the multifaceted domain of human resources, the Employee Net Promoter Score (eNPS) emerges as a powerful tool to measure employee satisfaction and engagement. This metric gauges the loyalty of employees by posing a simple, yet insightful question: How likely are they to recommend the company as a place to work? Built on the premise of the Net Promoter Score concept used in customer satisfaction, the eNPS distills the essence of employee sentiment into meaningful key data points that reflect their commitment and attachment to the organization.
A profound understanding of the Employee Net Promoter Score offers HR professionals and business leaders not merely a numerical score, but valuable insights into the health and vitality of their organizational culture. By monitoring the fluctuations of this pivotal metric, organizations can identify trends, recognize areas of success, and spot aspects of the work environment that might require redress and reinforcement.
Furthermore, the analysis of the eNPS in conjunction with related HR metrics provides a holistic perspective on the many elements influencing employee satisfaction. For instance, evaluating eNPS alongside Employee Turnover Rate or Employee Retention Rate can illuminate the intricate relationship between overall satisfaction and workforce stability. By harnessing the power of these interrelated data points, HR teams can tailor their strategies and interventions, ultimately fostering a nurturing environment that engenders employee commitment and loyalty.
The Employee Net Promoter Score remains a cornerstone within the portfolio of HR metrics for assessing employee satisfaction and engagement. The wisdom and understanding that arise from the skillful interpretation of eNPS pave the way for optimizing employee experience and cultivating a resilient organization deeply invested in the success of its people. Embracing the opportunity to learn from the eNPS reflects an organization’s commitment to fostering a thriving culture, where employee satisfaction and well-being are at the core of its mission.
Employee Engagement
Employee Engagement is a vital HR metric that gauges the emotional investment and commitment of employees towards their work and the company. This measurement helps gauge the level of enthusiasm, loyalty, and dedication employees have for their roles within the organization. It directly impacts key performance indicators, such as productivity, turnover, and overall organizational performance. Simply put, employee engagement stems from the deeply human need for fulfillment in one’s work and plays a decisive role in the success of an organization.
Delving deeper into Employee Engagement unveils its significance. High engagement levels often translate into a more motivated, resilient workforce that achieves higher productivity levels and fosters a lower turnover rate. Engaged employees are typically more loyal, invest greater effort into their work, and are likely to go the extra mile for the company’s success. Additionally, they form the backbone of a positive workplace culture, contributing to a harmonious, cooperative work environment.
However, measuring Employee Engagement can be challenging, as it encompasses various key data points, including job satisfaction, loyalty, pride in their work, and the quality of relationships with co-workers and supervisors. Various tools like surveys and feedback sessions can gather these data points, which, when analyzed together, can provide a composite picture of the organization’s engagement health.
In essence, Employee Engagement is an invaluable measurement within the HR metrics spectrum. Its findings shed light on the pulse of the organization, highlighting areas that require optimization to enhance job satisfaction, increase loyalty, and improve overall performance. Prioritizing and nurturing Employee Engagement reflects an organization’s commitment to its most critical resource – its people. It is a testament to the organization’s dedicated pursuit of achieving success by building a highly engaged and motivated workforce.
Employee Satisfaction
Within the dimensions of Human Resources Management, the metric of Employee Satisfaction stands as a direct barometer of how content employees are. It comprehensively measures their satisfaction levels with aspects like job roles, the work environment, organizational policies, and workflows. This critical metric transcends the mundane statistics, illuminating the subjective experiences and feelings of employees towards their workplace.
Central to the robustness of the HR Processes, Employee Satisfaction harbors the potential to significantly influence an organization’s success trajectory. A workforce that is satisfied with their roles, feels valued, and finds alignment with organizational policies tends to exhibit higher productivity, lower turnover rates, and greater levels of engagement. It also underscores the positive aspects of an organization’s culture, reinforcing its attractiveness to prospective talent and bolstering its reputation in the job market.
By undertaking regular Employee Satisfaction surveys and making this assessment an integral part of their Human Resources Management, organizations can amass valuable insights. These key data points then serve as a compass to navigate the planning and execution of HR policies, correcting course where needed and thus ensuring an environment that promotes satisfaction.
To conclude, Employee Satisfaction (aka Employee Happiness) is not merely a measure of contentment. It is a testament to the effectiveness of the HR processes and the overall health of an organization. Prioritizing this critical metric helps build a workforce that is not just satisfied, but also engaged, productive, and committed to driving the organization’s success.
Employee Experience
A core metric within the domain of Human Resources Management is the Employee Experience. This term encompasses an employee’s entire journey within an organization, encapsulating every touchpoint from recruitment to exit. It includes their encounters with the organization’s culture, work environment, management philosophy, and HR Operating Rhythm. Essentially, it reflects how an employee perceives their interaction with the organization at large, offering a panoramic view of their professional journey.
The depth and breadth of the Employee Experience shed light on critical aspects of the Human Resources Management strategy. It helps identify potential areas for improvement, and, perhaps more importantly, areas that are working well. This measure is not confined to the individual employee’s direct work-related tasks; it extends to cover the overarching environment, company culture, and sentiment within the organization. A positive experience fosters a feeling of inclusion, boosts engagement, improves job satisfaction, and reinforces a sense of loyalty.
Accurate measurement of the Employee Experience requires a detailed understanding of the organization’s HR Operating Rhythm. It calls for a systematic, disciplined approach to assess each phase of an employee’s journey, from onboarding and integration to growth and eventually, their exit. Regular feedback sessions, pulse surveys, and open communication channels can serve as tools for capturing the nuances of Employee Experience reliably.
The Employee Experience stands as a pillar in the realm of HR metrics. A thorough understanding of this metric empowers Human Resources Management to create a fulfilling, rewarding environment that positively influences every facet of the employees’ professional lives. In prioritizing Employee Experience, an organization reinforces its commitment to its most valuable asset–its people. This is instrumental in building a strong, vibrant, and high-performing workplace where each individual is fully engaged and aligned with the company’s vision and direction.
Employee Value
In the strategic framework of human resource management, Employee Value emerges as a critical metric. This term encapsulates the aggregate contribution an employee brings to an organization, assessed in light of key facets such as productivity, innovation, and teamwork. Effectively, it quantifies the unique worth of each employee within the organization, detailing their individual impacts on overall company performance.
An employee’s value is intrinsically linked to their productivity. Higher employee productivity often directly translates to greater value for the organization. However, this metric extends beyond merely measuring task completion rates or output levels. It also encompasses the innovative capacities of the employee–their potential and demonstrated ability to introduce or improve processes, ideas, or products, thereby contributing to the organization’s evolution and growth.
Further, the concept of Employee Value embraces the power of teamwork, recognizing the synergistic effects of cooperative, harmonious office relationships. The quality of interactions and collaborations, the readiness to assist colleagues, and the ability to effectively function within a team all contribute to an individual’s cumulative value to an organization. Understanding these dimensions through the lens of Employee Value illuminates the factors driving both individual and collective successes.
The Employee Value stands as a comprehensive measure of an employee’s impact on an organization. It encompasses not only the tangible output in terms of employee productivity but also the softer aspects of innovation capacity and teamwork. A nuanced understanding and application of the Employee Value metric play a pivotal role in empowering HR leaders and business leaders alike, enabling them to enhance talent management strategies, foster a productive workplace, and drive their organization toward unparalleled success.
Recruitment Metrics
Recruitment Metrics serve as indispensable tools for HR managers and business leaders striving to optimize their talent acquisition process. These essential performance indicators, including time-to-hire, time-to-fill, and cost-of-hire, enable organizations to assess the efficacy, speed, and cost-effectiveness of their recruitment frameworks. By evaluating these key metrics, decision-makers can ensure that their talent acquisition strategies are aligned with the organization’s broader objectives while providing a seamless experience for both candidates and hiring managers.
Central to the HR metrics ecosystem, Recruitment Metrics hold the key to detecting areas requiring streamlining, improvement, or an outright transformation in the recruitment journey. A comprehensive understanding of these metrics allows an organization to stay competitive in the job market, attract top talent, and fine-tune their recruitment strategies to bolster their workforce. In this context, time-to-hire, time-to-fill, and cost-of-hire metrics emerge as vital signposts guiding organizations toward the best practices for finding, hiring, and retaining exceptional candidates while striving for operational excellence.
Time to Hire
In the panorama of HR metrics, Time to Hire emerges as a key measure of efficiency within the recruitment process. It succinctly outlines the duration from when a job is posted to when a candidate accepts the offered role. A shorter Time to Hire often stands as an indicator of a more streamlined and efficient hiring process, reflecting the effectiveness of the recruitment strategies employed by an organization.
Assessing Time to Hire provides valuable insights into the speed and efficacy of the recruitment function. A brief duration could signal a well-structured and efficient system capable of quickly attracting, evaluating, and securing suitable candidates. It may also imply a positive working relationship with hiring managers, facilitating swift decision-making and expediting the overall recruitment process.
Conversely, a lengthier Time to Hire could indicate possible inefficiencies or bottlenecks that are slowing down the recruitment cycle. These could range from a lengthy decision-making process, difficulties in attracting the right candidates, to perhaps the absence of a robust recruitment platform or system. Understanding and analyzing this metric empowers an organization to undertake necessary revisions or enhancements to the recruitment process.
Time to Hire is an essential recruitment metric, offering quantifiable evidence of the strengths and potential weak links within an organization’s recruitment process. Regular monitoring of this metric enables HR hiring specialists to uphold the efficiency and effectiveness of their recruitment practices, ensuring the organization remains competitive in the dynamic talent acquisition landscape. Having an optimized Time to Hire helps harness the full potential of the recruitment process, ensuring timely talent acquisition that aligns with the strategic growth objectives of the organization.
Time to Fill
At the heart of an organization’s talent acquisition process stands the crucial recruitment metric known as Time to Fill. This metric gauges the amount of time it takes to fill a vacant position, stretching from the moment a job opening is identified to the point when the selected candidate steps into the role. Time to Fill shines light on the efficiency of an organization’s hiring practices, offering valuable insights into potential bottlenecks or areas that may warrant improvement.
A shorter Time to Fill typically reflects a well-orchestrated recruitment process, where vacant positions are rapidly filled, minimizing the adverse impacts of extended vacancies on the organization’s operational efficiency. Conversely, a protracted duration can signal complexities within the talent acquisition process that may require streamlining, or a case of substantial applicant volume making candidate selection challenging. Analyzing Time to Fill enables HR managers and business leaders to reveal and address any inefficiencies, reinforcing smoother, more effective hiring practices.
Developing an understanding of Time to Fill is fundamental in fostering a more efficient talent acquisition process. Through the identification of friction points, organizations can take targeted measures such as optimizing job descriptions, refining selection criteria, or enhancing the interview process. These tailored strategies contribute to a more agile and proficient recruitment system, resulting in a competitive advantage in the quest for top talent.
In summary, the Time to Fill metric serves as a vital indicator of the productivity and effectiveness of an organization’s talent acquisition process. Identifying areas for improvement can bolster overall efficiency, ensuring that businesses are well-positioned to swiftly hire the brilliant minds required to drive the organization to new heights. This metric not only measures the speed of the recruitment process but also signifies the organization’s commitment to selecting the best candidates for the job, thereby contributing to a sustainable, high-performing workforce.
Cost of Hire
In the realm of effective talent management strategies, understanding the Cost of Hire is of paramount importance. This financial metric delves into the costs associated with filling a vacant position, encompassing both direct and indirect expenses incurred during the talent acquisition process. Direct costs include job advertising fees, agency or recruiter fees, and background check costs. Indirect costs may incorporate time spent on candidate sourcing, interviewing, and onboarding across different organizational departments. A comprehensive overview of Cost of Hire offers indispensable insights to HR team members and business leaders, enabling them to evaluate their organizations’ recruitment efficiency and overall competitiveness.
Evaluating the Cost of Hire is crucial in optimizing talent acquisition strategies, which, in turn, can profoundly influence an organization’s long-term success. By monitoring this metric, decision-makers can identify areas where cost savings and process improvements can be realized, minimizing excessive recruitment expenditure without compromising on the quality of hires. A solid grasp of Cost of Hire supports resource allocation and budgeting decisions, ensuring that organizations remain agile and capable of attracting top talent in the increasingly competitive job market.
Efficient Cost of Hire management is vital to the sustenance and growth of an organization. By streamlining the talent acquisition process, HR professionals and business leaders can balance cost control with the pursuit of high-quality candidates, ultimately fostering a strong and vibrant workforce. Continued investment into refining recruitment strategies and processes will contribute to reductions in Cost of Hire while also positioning companies as attractive destinations for top talent.
Assessing and managing the Cost of Hire is integral to the development and optimization of a company’s talent acquisition process. By examining these costs and identifying areas of potential improvement, organizations can refine their recruitment strategies, strike a balance between cost-efficiency, and quality hires, and solidify their foundation for enduring success. As a critical component of the recruitment metrics toolkit, the Cost of Hire serves as a key investment in the prosperity and future of the organization and its employees.
Compensation and Benefits Metrics
Amplifying the potency of an organization’s human resources strategy necessitates a comprehensive understanding of Compensation and Benefits Metrics. These crucial benchmarks, encapsulating aspects like pay gaps, salary averages, and more, guide HR managers and business leaders in making informed decisions about their organizations’ compensation structures. With these metrics at their disposal, professionals are better equipped to foster a fair, competitive, and enticing workplace, uplifting both employee satisfaction and organizational performance.
Beyond merely representing numbers, Compensation and Benefits Metrics carry significant implications for talent acquisition, retention, and overall employee engagement. Drawing a clear picture of current compensation structures and comparing them to market standards can yield deep insights and illuminate areas for potential improvement. By closing pay gaps, aligning salary averages with industry standards, and delivering competitive benefits packages, organizations can showcase a palpable commitment to their employees’ welfare, ultimately underpinning a rock-solid foundation for sustainable success.
Salary Range Penetration
At the nexus of effective compensation management is the critical metric known as Salary Range Penetration. This evaluates how closely an employee’s salary matches the market or industry standards, ensuring businesses offer a competitive compensation package. Here, the Total Cost of compensation incorporates the entire salary spectrum—from minimum to maximum—considering various job roles and levels within an organization.
The central role of Salary Range Penetration is to measure the employee’s pay position within the organization’s established salary range. This can help determine if the compensation offered aligns with industry benchmarks and remains attractive to both the current workforce and potential hires. By understanding where an employee’s salary stands in relation to these ranges, HR managers and business leaders can make informed decisions about pay increases, promotions, or adjustments needed to remain competitive.
An efficient Salary Range Penetration system is vital for HR Compensation and Benefits managers in maintaining equity and transparency in compensation practices. Regular reviews and adjustments inspired by this metric can ensure the workforce feels valued, subsequently fostering higher levels of job satisfaction and commitment. By being mindful of this metric, organizations can shape an equitable pay structure that securely aligns the interest of employees and the strategic objectives of the company.
Salary Range Penetration offers in-depth insights that fuel fair and competitive pay structures within organizations. By constantly monitoring and adjusting this measure, organizations can ensure their compensation strategies align with market standards, positively impacting employee satisfaction, and, ultimately, retention. Recognizing and acting upon the nuances of this metric is an investment in your people’s contentment and your organization’s long-term success.
Salary Averages
In the realm of fair and competitive compensation practices, understanding the concept of Salary Averages stands central. Salary Averages refer to the mean salary within an organization or a specific role. It essentially entails a comprehensive evaluation of the sum of all salaries divided by the total number of employees. This metric enables HR professionals and managers to maintain a balance in their internal pay structure while also considering relevant external costs.
The value of Salary Averages is reflected in its ability to influence both internal and external costs tied to employee compensation. Internally, it aids in maintaining equity within the organization, ensuring a balanced distribution of compensation centered around fair market value. Externally, comprehending this metric efficiently allows companies to remain competitive in the market by offering attractive compensation packages that can attract and retain talent.
Calculating and monitoring Salary Averages affords organizations a clearer lens through which to view potential disparities or imbalances in their pay structure. By identifying these gaps, companies can take corrective measures to ensure equitable pay among employees, fostering an environment of transparency and fairness. This conscious and conscientious practice not only strengthens employee relations but also encourages a more dedicated and motivated workforce.
Salary Averages serve as a critical component of a balanced and competitive compensation practice. The insights derived from it throw light on both internal and external costs associated with employee compensation. This, in turn, equips organizations with the knowledge needed to ensure a fair, transparent, and competitive remuneration system—an instrumental cornerstone to fostering a satisfied and high-performing workforce.
Pay Equity
Centered at the heart of a constructive, diverse, and inclusive workforce is the core HR metric known as Pay Equity. It ensures that all employees receive fair compensation for their work and contributions, regardless of their gender or other demographic factors. The primary purpose of this metric is to foster a culture of equality, aligning with the principles of diversity and inclusion.
Pay Equity helps eliminate unjustifiable disparities in the workforce relating to compensation. It is a reflection of an organization’s commitment towards upholding fairness by assessing and adjusting pay scales based solely on factors such as role, experience, and performance. With Pay Equity, HR leaders and business leaders commit to a critical investment in ensuring that their compensation practices do not discriminate but, instead, respect diversity and promote inclusion.
Practicing Pay Equity necessitates regular monitoring and adjustments of pay strategies. It may involve conducting equity audits, examining pay practices, and implementing relevant policies that ensure fair compensation. The process extends beyond just remuneration and reflects the organization’s values, translating to higher employee satisfaction, improved employer branding, and fostering a culture that truly values diversity and inclusion.
Pay Equity is not merely a metric; it’s an organizational commitment towards fostering a workplace culture that upholds the principles of equality, diversity, and inclusion. By driving pay practices that ensure equitable compensation, businesses can strengthen their employer brand, enhance employee loyalty, and build a robust foundation of trust and mutual respect. Pay Equity, thus, is less a choice and more a responsibility that organizations must shoulder in their quest for sustainable success.
Pay Gap
In the landscape of fair and equitable compensation practices, addressing the issue of the Pay Gap is a non-negotiable priority. Broadly speaking, this term refers to variations in pay across not only genders but also across different demographic, racial, and cultural groups. Comprehensive understanding of the concept of Pay Gap ensures that organizations adopt a sincerely fair approach to employees, emphasizing the principle of internal equity in compensation models.
The Pay Gap is not merely about discerning salary discrepancies; it provides important insights into deeper systemic issues that might exist within an organization. Adjusting for these gaps is crucial for fostering a sense of fairness among employees and maintaining internal equity. This involves understanding these differences, identifying their origins, and devising systematic interventions to ensure equitable pay across all levels and roles.
Efficient management of the Pay Gap necessitates close collaboration with HR managers and business leaders. This involves scrutinizing internal salary data, benchmarking against external markets, and rolling out policies that uphold equitable compensation. The commitment to narrowing and eventually eliminating the Pay Gap is a testament to an organization’s dedication to a fair approach to employees.
Addressing the Pay Gap is a critical step towards establishing fairness and equality in compensation across all layers of an organization. Tackling this problem fosters a sense of internal equity, resulting in improved employee morale and productivity. As directly linked to a fair approach to employees, successful management of the Pay Gap is a substantial boon to the overall organizational health and reputation.
Gender Pay Gap
In the spectrum of fair compensation, addressing the Gender Pay Gap is of paramount importance. This metric underlines the salary disparity between male and female employees performing the same work. The alignment of the Gender Pay Gap to equitable pay scales is key in promoting workplace equality and maintaining internal equity.
Firstly, let’s understand what the Gender Pay Gap is. It’s the differential between the average earnings of male and female employees, considering they are in identical roles with similar experience and performance. A noteworthy point is that a “gap” indicates a disparity, not justified by professional factors, signaling that there are elements beyond work performance influencing compensation. Such inequalities can undermine the spirit of fairness, negatively impacting the work environment and an organization’s ethical stature.
The inevitability of addressing the Gender Pay Gap signals a commitment towards valuing a fair and balanced compensation strategy. By recognizing and actively responding to these discrepancies, organizations cement their commitment to internal equity. Revisiting pay structures, conducting thorough equity audits, and cultivating an environment of open dialogue about compensation are measures that can help in overcoming these challenges.
Analyzing and working to lessen the Gender Pay Gap is more than an HR metric; it is a significant stride towards forging an equitable, inclusive workplace. The conscious examination and rectification of these disparities serve as a testament to an organization’s investment in their people, contributing to enhanced organizational morale and overall productivity. Prioritizing a sphere of pay equality is a critical contributor to achieving internal equity in the workplace.
Talent Development Metrics
In the evolving landscape of Human Resources, the collection, analysis, and interpretation of HR Metrics form a cornerstone for success. One subset of these vital metrics, particularly significant for both the HR Professional and the holistic growth of an organization, is the realm of Talent Development Metrics. These work to quantitatively measure the efficiency and impact of the organization’s talent development and training programs, fueling strategic decision-making and enhancing overall operational efficiency.
Talent Development Metrics offer insight into the effectiveness of the company’s employee development strategies. These metrics range from gauging the reach, relevance, and responsiveness of training programs to measuring resultant employee performance and retention levels. While effectively broadening the scope of traditional employee metrics, these data points serve as a critical tool in assessing employee skill growth, job satisfaction, and, ultimately, boosting business productivity.
Employee Growth Rate
The Employee Growth Rate is a critical HR metric that helps assess this capability. By monitoring the development and promotion rate of employees within an organization, this metric highlights the effectiveness of training and development programs while signaling a truly forward-thinking learning organization.
An organization’s deliberate focus on Employee Growth Rate is the embodiment of its commitment to competency-based learning. By tracking advancements, skill enhancements, and career progressions, this metric stresses the importance of investing in people. At the same time, it also serves as a valuable input for decision-makers looking to improve existing development programs, create new opportunities for growth, and better align workforce skills with strategic business goals.
Employee Growth Rate, when viewed as a part of the bigger picture, is transformative. It elevates human capital, enhances employee engagement, and promotes exceptional performance. As a direct result, this results in increased levels of job satisfaction and employee retention. When it comes to a business performance perspective, an environment that nurtures talent and encourages growth leads to a more agile, effective, and adaptive workforce, enabling an organization to thrive in an ever-changing market.
The Employee Growth Rate serves as an insightful measure of an organization’s dedication to cultivating a learning organization. Paying close attention to this metric and taking data-driven, empathetic actions reflects an organization’s commitment to its people, ultimately ensuring that it stays on a path of continuous growth. Embracing the Employee Growth Rate is a testament to an organization’s focus on competency-based learning, its appreciation for individual aspirations, and its unwavering pursuit of sustained business performance.
Retention Rates
In a world where employees are the linchpin of business success, Retention Rates serve as a crucial HR metric. This metric quantifies how well a company retains its employees over a period, effectively revealing insights into job satisfaction levels and the overall company culture. Keeping a keen eye on Retention Rates is central to the sustained effectiveness of a learning organization.
Retention Rates are more than just numbers. They are indicative of an organization’s ability to maintain a competent, motivated workforce. High retention rates usually point towards positive job satisfaction and a supportive company culture. On the contrary, low retention rates may signal potential challenges that need to be addressed. These could include aspects related to competency-based learning, compensation, employee engagement, or opportunities for growth and development.
Studying Retention Rates enables HR professionals and business leaders to identify areas of improvement within the organization. These insights guide decision-making processes around recruitment, onboarding, training, rewards, and recognition systems. An organization that thrives on high retention rates is likely to have a team of committed employees on board, willing to contribute to improved business performance. Such an organization tends to exude a positive ambiance, advantageous for its reputation as an employer, and its customer relationships.
In a nutshell, Retention Rates are a vital health check of an organization. They portray how effectively an organization cultivates a climate of employee satisfaction and continuous growth, in line with principles of a learning organization. By focusing on Retention Rates, businesses can significantly influence competency-based learning, drive enhanced employee job satisfaction, and sculpt an empowering company culture, all of which are essentials for elevated business performance.
Employee Performance Metrics
At the heart of a successful business are its employees and their performance. Employee Performance Metrics offer a systematic lens to evaluate individual productivity and effectiveness. By providing a measure of an employee’s contributions and accomplishments, these metrics serve as an essential tool to comprehend and enhance workforce capabilities, a critical aspect of any learning organization.
The scope of Employee Performance Metrics is broad and multifaceted, capturing a spectrum of data points such as quality and quantity of work, adherence to deadlines, job knowledge, and innovation. By providing clear and accurate information of individual employee contributions, these metrics aid HR professionals and business leaders in decision-making processes. They shed light on areas for improvement, identify potentials for promotion, and inform strategies for competency-based learning initiatives.
The power of these metrics extends beyond individual employees and has the capacity to transform the entire organization. A workforce that is regularly assessed and guided using performance metrics is more likely to be engaged, motivated, and productive. This engagement and productivity directly impact the operational efficiency of the organization, contributing to enhanced business performance.
Employee Performance Metrics provide valuable insights into an organization’s most valuable asset, its people. By focusing on these metrics, organizations can create a proactive workforce, inspire continued learning, and drive performance growth, making them an indispensable feature of a well-functioning learning organization. They are the lynchpin that ties individual performance to competency-based learning and business performance, creating a synergetic environment that benefits employees and organizations alike.
Summary
Summary
For HR leaders and organizational leaders, understanding a variety of key HR metrics is nothing short of essential. By successfully interpreting and actioning the insights from these 19 HR metrics, decision-makers equip themselves with the knowledge to effectively manage and enhance multiple areas of their human resource initiatives. These metrics not only help in shaping a productive and content workforce but also contribute tangibly to an organization’s future success.
Diving deep into employee satisfaction, organizations must adopt a systematic approach to gauge the happiness and well-being of their workforce. By accurately capturing the significance of various factors that influence satisfaction, HR metrics enable organizational leaders to make informed decisions, fostering an uplifting workplace atmosphere where employees feel acknowledged, motivated, and valued.
Retention rates, on the other hand, hold a mirror to the overall company culture, illuminating aspects that may need improvement, or areas that are flourishing. Consequently, these metrics facilitate effective action plans that drive harmonious cultures and stable employee longevity. The connection between a satisfied employee base and an efficient workforce highlights the core importance of retaining human capital for success in any business.
In conclusion, comprehending and leveraging these key HR metrics is an indispensable requirement for building a robust and thriving organization that stands the test of time. HR teams, armed with these insights, play a crucial role in weaving together a genuinely outstanding company tapestry. By nurturing employees through informed, empathetic decisions, organizations can strengthen the foundations of their workforce, ensuring long-lasting success sustained by satisfied, productive, and fulfilled employees.
2024年必关注的50位人力资源影响者 Top 50 HR Influencers to Follow in 2024-BY Peoplebox在不断发展变化的人力资源领域，对于全球的HR专业人士来说，紧跟最新趋势和洞见至关重要。NACSHR很高兴与大家分享Peoplebox的年度文章——《2024年必关注的50位人力资源影响者》。这篇文章由Shaini Ekka撰写，突出了人力资源界的引领者。这些影响者正在用创新的想法和实践重新定义人力资源管理，这些想法和实践正在全球范围内塑造着未来的工作场所。让我们一起探索这些行业领袖的思想和方法论，他们在2024年产生了重大影响。
原文来自：https://www.peoplebox.ai/blog/top-50-hr-influencers-2024/
Top 50 HR Influencers to Follow in 2024
Step into the world of HR Influencers! Our blog introduces you to the leaders shaping the future of Human Resources. Discover the game-changers, their ideas, and the fresh perspectives shaping HR this year. Let’s explore together the top 50 minds redefining how we see and do HR in 2024.
1. Josh Bersin
Josh Bersin, currently affiliated with Bersin by Deloitte, serves as a prominent keynote speaker, advisor, educator, and mentor to global HR and business leaders. His mission is to enhance work-life worldwide, and he achieves this by guiding HR professionals and organizations in various domains of corporate HR, including talent management, recruitment, training and development, and workplace automation. With his extensive expertise, Josh is dedicated to empowering HR professionals and companies to create more fulfilling and efficient work environments.
Linkedin | Twitter
2. Dave Ulrich
Dave Ulrich is a distinguished name in the field of Human Resources and leadership. Renowned as a thought leader and influential speaker, he has made significant contributions to the field of HR, particularly in HR competencies and HR transformation.
With a strong background in academia, Dave has been a professor at the University of Michigan’s Ross School of Business and has authored numerous books and articles on HR and leadership.
His work is instrumental in shaping the modern HR landscape, emphasizing the strategic role of HR in organizations and how HR can contribute to business success. Dave Ulrich’s insights and research have had a profound impact on HR professionals, making him a respected authority in the industry.
Linkedin | Twitter
3. Meghan Biro
Meghan is the founder and CEO of TalentCulture. She has experience working with hundreds of companies, including early start-ups to well-known brands such as Microsoft, IBM, and Google, to help recruit and empower excellent talent. Apart from this, Meghan has been a guest on numerous radio shows and online forums and has been a featured speaker at global conferences. She is also a regular contributor at Forbes, Huffington Post, and several other media outlets and has been nominated as one of the top 100 Social Media Power Influencers. Meghan is the high-tech recruiter who constantly writes about HR tech and Talent Management topics on Forbes.com. Her professional background has expanded in recruiting, tech, marketing, branding, and digital media.
Linkedin | Twitter
4. David Green
David is an Executive Director at Insight222 & myHRfuture.com, serving the companies with Fortune100 firms. He is a people analytics leader, writer, speaker, conference chair, and data-driven HR.
Before launching his own business Zandel, which provides speaking, advisory, and consulting services on people analytics, data-driven HR, and the future of work, David was the Global Director of People Analytics Solutions at IBM Watson Talent. David has extensive experience helping organizations embark upon and accelerate their People Analytics journeys.
He was the Main Stage MC at UNLEASH World in Amsterdam in 2018 – Europe’s largest and most popular show on the Future of Work and Workplace Technology.
David is one of the HR influencers and a co-author of the book “Excellence in People Analytics”, which gives a unique perspective on People Analytics to provide HR practitioners with everything they require to know as to how to immerse the accurate infrastructure and technologies for data collection to build a culture of analytics in the HR team.
Linkedin | Twitter
5. Liz Ryan
Liz is the creator and leader of Human Workplace, a company that offers coaching, content, and consulting services. She’s a featured speaker and the author of several books, including “REINVENTION ROADMAP : Break the Rules to Get the Job You Want and Career You Deserve.”
Liz discusses and presents on the modern workplace, provides expert opinions on employment-related issues, and guides CEOs and business owners on matters related to workforce strategy and HR. In her own words, Liz is on a mission to transform and improve work experiences for individuals.
Linkedin | Twitter
6. Steve Boese
Steve serves as a Co-Chair of the HR Technology conference in collaboration with H3 HR Advisors. He is a tech editor and writer for Human Resource Executive Magazine, and he co-hosts the HR Happy Hour podcast with Trish.
His extensive expertise in Human Capital Management technologies comes from his past roles in product development and as a corporate HR leader, where he managed internal HR tech systems.
Linkedin | Twitter
7. Tim Sackett
With two decades of experience in the Talent Acquisition Industry, Tim has served as an Executive HR professional. His extensive career includes roles within Fortune 500 companies spanning diverse sectors such as healthcare, retail, dining, and technology. Notably, he holds the position of President at HRU Technical Resources.
Tim’s leadership extends beyond his corporate roles. He also serves as the President of the Association of Talent Acquisition Professionals (ATAP), showcasing his commitment to advancing the field. Furthermore, he is a prolific author, best known for the widely acclaimed book “The Talent Fix: A Leader’s Guide to Recruiting Great Talent.”
Recognized for his profound influence in the HR domain, Tim earned a place among the Top 10 Global HR Influencers by Workforce Magazine in 2018.
Linkedin | Twitter
8. Johnny C. Taylor Jr
Johnny C. Taylor Jr. is a distinguished figure in the world of Human Resources and employment advocacy. As the President and CEO of the Society for Human Resource Management (SHRM), he plays a pivotal role in shaping HR practices and policies in the United States and beyond. With a career marked by leadership in the HR field, he is a recognized authority on workforce issues, labor trends, and employment law.
Under his leadership, SHRM has made significant strides in advancing HR practices, championing diversity and inclusion, and advocating for workplace policies that support both employees and organizations. He is not only a prominent advocate for HR professionals but also a vocal proponent of fostering work environments that are fair, inclusive, and responsive to the needs of the modern workforce.
His extensive experience and passion for shaping the world of work make him a notable influencer and a leading voice in the ever-evolving landscape of human resources. Through his leadership and advocacy, he continues to leave a lasting impact on the HR profession and the broader realm of employment practices.
Linkedin | Twitter
9. Greg Savage
Greg is a mentor for business growth, a speaker, and the founder of two recruitment firms, each valued at $100 million. He also serves on 16 recruitment boards. He authored “The Savage Truth,” a popular book about recruitment that shares his wisdom on leadership, business, and life from his extensive four-decade career. Greg earned the title of the most influential recruiter in Australia in the past six decades and was recognized as the most influential Australian business figure on Twitter. Follow him to explore his valuable insights, guidance, and mentoring on building highly profitable recruitment companies with a global reach across various industries.
Twitter
10. William Tincup
William Tincup, President of RecruitingDaily, is a well-known figure in the HR industry. He’s recognized for his straightforward and no-nonsense approach to human resources. Tincup wears many hats—he’s a writer, speaker, consultant, and advisor. When it comes to topics like recruiting, leadership, talent management, and the future of work, he’s known for his candid and brutally honest opinions. He is actively involved in the HR technology startup scene, serving on the Board of Advisors or Directors for 15 such companies. He’s been sharing his insights on HR-related issues for over a decade, making him a respected and influential voice in the field.
Linkedin | Twitter
11. Steve Browne
With over three decades of experience as an accomplished speaker, writer, and thought leader in Human Resource Management, Steve Browne is committed to uniting the global HR community and facilitating its collective learning and growth. Throughout his career, Browne has successfully navigated HR roles across diverse industries, including manufacturing, consumer products, professional services, and the restaurant sector. His extensive background and expertise make him a valuable contributor to the field of HR and an influential voice in the industry.
Linkedin | Twitter
12. Laurie Ruettimann
As a Writer, Speaker, and Podcaster at Punk Rock HR, Ruettimann provides her LinkedIn and Twitter followers with a daily glimpse into the challenges, triumphs, and moments of enlightenment that accompany the journey of guiding organizations, HR teams, and individuals in confronting and embracing their failures more effectively. With 14 years of experience as an HR professional, Ruettimann transitioned into a highly sought-after consultant, speaker, and writer.
Linkedin
13. Jeanne Meister
Jeanne is a workplace advocate known for co-authoring the widely-read book “The Future Workplace Experience: 10 Rules For Mastering Disruption in Recruiting and Engaging Employees.” With her corporate learning background, she’s a top HR influencer. Jeanne initiated the Future Workplace Network to encourage discussions between CEOs and leaders, aiming to raise awareness about the future of work. An accomplished speaker and writer, she has contributed to respected publications like Forbes, the Financial Times, and Harvard Business Review.
Linkedin | Twitter
14. Mary Jantsch
Mary Jantsch used to lead Talent & Partner Success at Elpha, a startup that supports women in technology careers. Her work at Elpha focused on connecting companies with strategies to attract, hire, and retain more women in the workforce. Today, Mary operates as an independent People Ops Consultant, Pay Transparency Advisor, and writer. She is a firm believer in prioritizing culture, people, and processes right from the beginning of an organization’s journey. You can follow her social channels for honest insights and practical guidance on all things related to HR and People Ops.
Linkedin | Twitter
15. Mark Stelzner
Mark is a well-respected figure in the field of HR, bringing over 25 years of experience in HR change. He describes himself as someone who has built strong relationships through careful attention to detail, a natural sense of curiosity, and a good-natured sense of humor.
For the past 17 years, Mark has served as the managing principal of IA, a consulting firm that focuses on senior executives and HR management
Linkedin | Twitter
16. Madison Butler
Madison Butler offers a fresh perspective in the field of HR and people operations. As the Chief People Officer at GRAV, a Texas-based smoking supplies retailer, she urges HR and people ops professionals to challenge the norm and tackle important issues like race and gender. Her passion lies in nurturing company culture, fostering talent development, retaining employees, and promoting inclusive workplaces. She hosts the “Bye Bye Binary” podcast and runs a career hub for the queer community.
Linkedin
17. Lily Zheng
Lily Zheng is a consultant, speaker, and author who helps organizations move beyond one-time diversity, equity, and inclusion (DEI) training. On LinkedIn, she initiates conversations on crucial workplace topics, offers valuable resources, and encourages a fresh perspective on DEI in the workplace. Their work as a DEI advocate has gained recognition in reputable publications like Forbes, CNBC, The New York Times, and Entrepreneur.
She is also the author of “Gender Ambiguity in the Workplace: Transgender and Gender-Diverse Discrimination” and their recently published book “DEI Deconstructed: Your Practical Guide to Effective DEI Work.”
Linkedin
18. Lars Schmidt
He’s the author of the bestseller “Redefining HR: Transforming People Teams to Drive Business Performance” and frequently contributes to Fast Company. With over 20 years of experience, he’s the founder of Amplify, which assists companies and HR leaders in navigating the evolving work environment through courses, podcasts, books, and more. Notably, Lars has been recognized as a top influencer by HR Examiner, HuffPost, and LinkedIn.
Linkedin | Twitter
19. Katie Burke
Katie Burke has served as HubSpot’s Chief People Officer since 2017. She has a strong passion for diversity, inclusion, and culture, as well as a love for Beyoncé. She firmly believes in blending culture, innovation, leadership, and inclusiveness to create an outstanding workplace experience. Under her guidance, HubSpot gained recognition for its unique workplace culture. Katie initiated the company’s diversity and inclusion efforts, which include annually sharing diversity data and implementing programs to enhance diversity in leadership.
Linkedin | Twitter
20. Laszlo Bock
Formerly a refugee who escaped from Communist Romania, Bock’s journey to becoming a high-ranking executive at tech giant Google is a captivating one. His experiences and insights are always worth paying attention to. During his time as the former Senior Vice President of People at Google, he played a pivotal role in helping the company secure numerous accolades, including the title of ‘Best Company to Work For’ on more than 30 occasions, and over 100 awards as a leading employer. Bock’s pioneering initiatives have set industry standards, making him a role model for organizations worldwide.
Linkedin | Twitter
21. Kris Dunn
Kris Dunn is the Chief Human Resources Officer (CHRO) at Kinetix and a well-loved blogger known for HR Capitalist and Fistful of Talent. With extensive experience in leading HR for both large corporations and startups, Kris emphasizes the importance of hiring top talent and then creating an environment that maximizes their motivation, performance, and effectiveness. He is also a sought-after speaker and influencer who can be found on LinkedIn and Twitter, where he shares the latest insights from the HR and business world, including his own thoughts, and provides valuable tips on upcoming online events.
Linkedin | Twitter
22. Sharlyn Lauby
Sharlyn is part of the board at The Workforce Institute, where they research and educate about important workplace issues worldwide. She’s also a writer, speaker, trainer, and consultant in HR management. Sharlyn has written books about hiring, running effective meetings, building strong leaders, and boosting employee engagement. She shares HR and other insights on her blog, HR Bartender, which was recognized as one of the top 5 HR blogs by the Society for Human Resource Management (SHRM).
Linkedin | Twitter
23. Suzanne Lucas
She’s a former HR expert who turned into a busy freelance writer and speaker. In her own words, she offers career guidance with a touch of humor to businesses, HR professionals, employees, and job seekers. Through her expert articles, blog posts, and valuable contributions to various well-known platforms, she has assisted countless individuals in advancing their careers and becoming more effective managers.
Linkedin | Twitter
24. Ben Eubanks
He’s an HR analyst, author, and podcaster, and he currently holds the role of Chief Research Officer at Lighthouse Research & Advisory, a company that specializes in human capital management analysis. With a broad range of experience in areas like recruiting, benefits, training, employee relations, and executive coaching, Ben has worked in different company settings, including non-profits and small organizations. Notably, he co-founded the industry event HRevolution, manages a blog and podcast, and is involved in HR certification development through his program HR Summer School.
Linkedin | Twitter
25. Trish McFarlane
She is the host of famous podcast HR Happy Hour. Apart from the podcast, Trish also shares her thoughts on topics like analytics, human capital management, talent, and recruiting on her Twitter. She’s the author of the HR Ringleader blog and holds the role of VP of HR Practice/ Principal Analyst at the Brandon Hall Group. With over 15 years of experience in various fields, including Big 4 public accounting, PR, healthcare, and IT, Trish brings a wealth of knowledge to leadership, performance management, training & development, change management, social media, and innovation. She engages her audience with real-life examples of how leadership shapes organizations. She is indeed a very known HR influencer in the business world.
Linkedin | Twitter
26. Jon Ingham
Jon Ingham is widely recognized as a leader in innovation, technology, and talent management in the human resources and business fields. He’s an accomplished writer, blogger, and contributor in the digital HR realm, sharing valuable tips, ideas, and advice on effective employee lifecycle management making him a notable influencer. With a wealth of expertise, Jon is a go-to source for insights and guidance in the HR and business space.
Linkedin | Twitter
27. Kathryn Minshew
Kathryn is the creator and leader of The Muse, an online platform for careers. She spends her time shaping the future of work, caring deeply about career growth, and helping businesses find and keep the best people. She also values building strong company cultures for long-lasting organizations. If you check out her social media profiles, you’ll see her discussing workplace topics and culture. Give her a follow for more insights!
Linkedin | Twitter
28. Kathleen Hogan
Kathleen Hogan holds the position of Chief People Officer and Executive Vice President of Human Resources at Microsoft. She began her journey with the company in 2003 as the Chief Operating Officer of Worldwide Sales, later taking on the role of Corporate Vice President of Worldwide Services in 2009, and assuming her current role as Chief People Officer in 2015. Kathleen’s primary goal is to empower Microsoft’s 217,000+ global employees to achieve their objectives within a culture that attracts and motivates exceptionally passionate talent.
Linkedin
29. Joey V. Price
Joey V. Price is the CEO of Jumpstart:HR, a company that helps startups and small businesses with HR outsourcing and consulting. He hosts two podcasts, “Business, Life, and Coffee” and “While We Were Working,” the latter being aimed at HR and people leaders, discussing current HR topics. With extensive HR experience, Joey emphasizes the importance of achieving high returns on investment by ensuring a content and engaged workforce. He also served as an adjunct professor at Stony Brook University in New York.
Linkedin | Twitter
30. Jodi-Ann Burey
Jodi-Ann Burey is a popular speaker, influencer and writer who shares insights on being true to yourself, the complexity of identity, and reshaping workplace environments with her 38,000+ LinkedIn followers. Her TEDx Talk, “The Myth of Bringing Your Full, Authentic Self to Work,” has reached 1.4 million viewers and encouraged both employers and employees to reconsider their approach to creating a welcoming workplace. Jodi-Ann’s contributions have been featured on well-known platforms like The Muse and HBR, and she has been a guest on Brené Brown’s podcast, “Dare To Lead.” Beyond her professional discussions, Jodi-Ann also addresses her journey with cancer on her podcast, “Black Cancer.”
Linkedin | Twitter
31. Ester Martinez
Ester Martinez serves as CEO & Editor-in-Chief at People Matters, guiding a thriving community for CHROs and business leaders. Together, they drive progress in talent and work practices, shaping sustainable business impact. She is an influencer and contributes valuable insights to the industry. She is also an active member of various HR and Business forums in India and internationally.
Linkedin | Twitter
32. Jennifer Kim
Jennifer Kim is an advisor for startups, a coach for leadership, and a strategist for diversity and inclusion. She is highly regarded for her work in helping startups embrace people operations as a crucial aspect of their business. Jennifer also manages the “Inclusion At Work” resource on Twitter and offers a course focused on talent acquisition in the startup ecosystem. Jennifer Kim is recognized as a “dot connector” who helps startups grow and thrive by fostering a diverse and inclusive work environment.
Twitter
33. Jacob Morgan
Jacob Morgan, a well-known speaker and writer, is the creator of Future of Work University. He specializes in leadership, employee experiences, and the future of work. Jacob is engaged in sharing his thoughts, offering advice, and penning best-sellers. Being a influencer, he shares valuable information and handpicked content on various social media platforms.
Linkedin | Twitter
34. Jackye Clayton
Jackye holds the role of VP for Talent Acquisition and DEI (Diversity, Equity & Inclusion) at Textio. She is a strong supporter of DEI and has extensive experience in diverse industries. Jackye excels in discovering exceptional talent and championing her team. Additionally, she hosts the show “But First Coffee”.
Linkedin | Twitter
35. David Hanrahan
David Hanrahan, Eventbrite’s Chief Human Resources Officer, has spent over twenty years as an HR leader in various companies, including Zendesk, Twitter, Shell, and Electronic Arts. His diverse skill set encompasses managing substantial hiring in high-growth environments, crafting job frameworks, executing effective reward strategies, analyzing and improving employee engagement.
Linkedin
36. Claude Silver
Claude Silver is famous for her role as the Chief Heart Officer at VaynerMedia, a digital advertising agency. In this special job, she’s known for her dedication to creating a work environment that’s all about people and empathy. She highlights the value of emotional smarts and personal connections at work. Her efforts have earned her a strong reputation in HR and leadership. She keeps pushing for kinder and more heart-centered ways of managing and leading.
Linkedin | Twitter
37. Adam Karpiak
Adam Karpiak dedicated eight years to progressing from a recruiter to the Vice President of Recruiting. Afterward, he established his own company, which functions as a comprehensive recruiting agency. Additionally, Adam guides job seekers in distinguishing themselves during their job hunt and making informed decisions about their ideal work settings.
Linkedin | Twitter
38. Jessica Miller-Merrell
Jessica Miller-Merrell founded Workology and hosts its podcast. She’s known for her work on Generation Z’s influence in the workplace, as well as her discussions on upcoming HR technologies and promoting diversity, equity, and inclusion. Jessica is recognized as a Forbes Top 50 Social Media Power User and is a driving force for change in the workplace, with a strong emphasis on human resources and talent acquisition.
Linkedin | Twitter
39. Jim Stroud
Jim Stroud is a writer, blogger, and public speaker. His primary focus revolves around human resources, recruitment, and job search strategies. Hailing from Atlanta, Georgia, Jim has received recognition for his work, such as being featured in Monster.com‘s “Top Ten Employment Bloggers to Follow on Twitter” and securing the seventh spot on the “Top 25 HR Digital Influencers” list. Additionally, he’s the author of the book “The Number One Job Hunting Book in the World!” published in 2015.
Linkedin | Twitter
40. Lou Adler
Lou Adler is often referred to as the first headhunter. Through his company, The Adler Group, he has provided training to over 40,000 recruiters and hiring managers. He’s also an accomplished author, with some of his books ranking as bestsellers on Amazon. On his Twitter account, he shares valuable insights on making smarter hiring decisions and offers guidance for HR professionals looking to enhance their recruitment techniques.
Linkedin | Twitter
41. Marc Coleman
Marc is the creator and top boss at UNLEASH.ai, which is like a big online market for HR stuff. His goal is to get HR, learning, and hiring leaders from around the world excited about the future of work and new HR tech. He really loves bringing people together to think up and make the future of work happen. For years, he’s built strong HR brands and helped make trustworthy HR groups all over the world.
Linkedin | Twitter
42. Cynthia Trivella
Cynthia serves as the lead partner at TalentCulture, a thriving community of professionals keen on all aspects of the work world, where technology has a significant impact. With over two decades of experience, Cynthia is one of the most well-liked experts and trendsetters in HR technology. Her knowledge spans marketing communications, talent finding, and hiring, and she has a strong passion for finding and keeping talent, boosting the company’s reputation, and enhancing the employee journey.
Linkedin | Twitter
43. Craig Fisher
Craig is the creator, specialist in employer branding and marketing strategy at TalentNet Media. This company focuses on building employer brands and plans for hiring new talent. Craig also offers guidance to various businesses in HR technology and digital strategies. He’s collaborated with major companies like LinkedIn, Toyota, YUM! Brands, HootSuite, and many more. Craig’s achievements include founding the first LinkedIn-certified training company in North America and initiating the initial Twitter chat for recruiters.
Linkedin | Twitter
44. Vernā Myers
Vernā holds the position of VP of Inclusion Strategy at Netflix, where she focuses on promoting cultural diversity and inclusion. She’s an expert in the field of diversity and is known for her work as a cultural innovator and social commentator. Her role involves developing and executing strategies that infuse cultural diversity, equity, and inclusivity into every aspect of Netflix’s global operations.
Linkedin | Twitter
45. Amy C. Waninger
Amy is the CEO of Lead at Any Level, a company that partners with organizations to develop a diverse leadership talent pool, ensuring a lasting competitive edge. She’s a DEI influencer, making inclusion happen, as a speaker, trainer, and consultant. Her focus is on helping companies keep their top talent and foster inclusive environments.
Amy is a specialist in leadership, diversity, inclusion, networking, and unconscious bias. She frequently talks about retaining employees, keeping them engaged, and reducing turnover on her social media platforms
Linkedin | Twitter
46. Risha Grant
Risha serves as the CEO of Risha Grant LLC, a company that offers a wide range of services related to diversity and inclusion communication and consulting. She is widely recognized for her expertise in this field and is an international speaker, author, consultant, and host of the KJRH-NBC Risha Talks series.
Linkedin | Twitter
47. Jan Tegze
Jan serves as the Technical Recruiting Director at Tricentis. He is a speaker, trainer, blogger, and a leader in talent acquisition. Jan is also the author of “Full Stack Recruiter: The Ultimate Edition,” a thorough guidebook essential for professionals in the field.
His background includes effectively leading teams and implementing recruitment and sourcing procedures. At conferences and events, Jan discusses various topics, such as global recruitment, sourcing techniques, innovative recruitment tools, strategies for sourcing, analytics, and more.
Linkedin | Twitter
48. Lynne Oldham
Lynne holds the role of Chief People Officer at Glynn 100 and Stash. With more than two decades of experience in strategic HR leadership and talent acquisition across different sectors, she is dedicated to building vibrant, efficient, and financially successful companies. Lynne focuses on harnessing diversity and crafting strategies that inspire a sense of belonging and engagement among employees, ultimately leading to positive outcomes.
Linkedin | Twitter
49. Dalila Wilson-Scott
Dalila is the EVP and Chief Diversity Officer at Comcast Corporation and President of the Comcast NBCUniversal Foundation.
She frequently speaks on philanthropy and equity-related topics at prominent events like the Aspen Ideas Festival, Social Innovation Summit, MIT Solve, USC Center on Philanthropy and Public Policy, and the Women’s Philanthropy Institute’s Annual Symposium.
The DEI influencer is passionate about social impact, inclusion, and innovation, topics she frequently discusses on her social media profiles.
Linkedin | Twitter
50. Lindsay-Rae McIntyre
Lindsay-Rae is the Chief Diversity Officer at Microsoft, aiming to build a stronger future through inclusive culture and technology.
With more than 20 years of experience in HR for the technology industry, she is passionate about using cutting-edge, inclusive people methods to drive corporate growth.
With more than 18K followers on her LinkedIn profile, Lindsay shares her tips and knowledge on diversity, inclusion, and allyship matters.
Linkedin | Twitter
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