• technology
    2026 人力资源趋势与优先事项:在智能世界中平衡创新与关怀 2026 年,人力资源正站在智能化与制度化深度交汇的临界点。AI 全面进入招聘、培训与运营,岗位开始被重新定义为“技能组合”;各国围绕自动化决策、薪酬透明和多州用工的监管加速落地;员工对幸福感与公平性的期待再度提升;HR 与 IT 的协作被推向战略高度。People、Compliance、Technology 三股力量共同推动 HR 模型重塑,决定组织的生产力、风险韧性与人才竞争力。 ADP报告显示:迎接智能、互联、以人为本的新工作时代 2026年的工作场所将由一个智能、互联且以人为本的新时代所定义。人工智能(AI)的进步正在深刻改变着工作方式,而员工则持续期望组织能将他们的福祉、公平与信任置于首位。对于企业领导者而言,挑战显而易见:如何在创新与关怀之间取得精妙平衡,以促进敏捷性、韧性和长期增长。本文将围绕“人员”、“合规”与“技术”这三大核心范畴,深入探讨企业如何应对这一挑战,从而为您构建一个清晰的行动框架。 一、人员 (People):技能、体验与福祉的重塑 1. 技能为王:以技能为核心重塑工作与组织规划 两大驱动因素正促使领导者重新思考如何提升劳动力的效率:其一,是在招聘和发展中对技能的日益关注;其二,是AI承担日常任务的兴起。然而,挑战依然存在:数据显示,65% 的大中型组织在为员工提供技能发展机会方面面临障碍。为了应对这一挑战,组织正通过技能盘点来重新设计岗位。这种以技能为基础的方法,是现代战略性劳动力规划的基础,其战略意义在于,它能够帮助企业更灵活地将人才与任务相匹配,而不受传统职位头衔、工作地点或级别的限制,从而促进更佳的员工敬业度,并最终使运营更具成本效益和成功。其最终目标是赋能员工,而非简单地淘汰岗位。 “虽然拥有更多财务资源和先进数据洞察力的大型组织率先采用战略性劳动力规划和基于技能的设计,以使其人才供给与组织目标保持一致,但中小型组织也应该并且可以考虑在现实的规模内实施这些实践。这样做将显著提高其效率和整体成功。” — Asal Naraghi,ADP全球创新负责人,未来工作 2. 人机协作:优化AI在工作中的应用体验 人工智能正在影响人们的工作互动方式、问题解决方法以及对工作的整体感受。数据显示,对AI的兴奋程度与公司规模成正比:66% 的大型组织对此表示极度兴奋,而中型组织和小型组织的比例分别为47%33%。专家建议,应将团队的AI应用方式重塑为“增强”(Augmentation)而非“自动化”(Automation),以鼓励员工更深入地参与有意义的工作。正如ADP专家在一次深度访谈中所强调的,为了建立信任,组织需要通过透明的沟通,帮助员工将AI视为一种“辅助工具”,而不是“替代工具”。 “将AI技术整合到日常工作流程中,有助于员工有效利用它,从而实现真正的生产力提升。例如,如果员工使用通话摘要工具,他们将有更多精力专注于来电者,而不是手动做笔记。员工可以更少地考虑笔记,更多地思考如何满足对方的需求。通过这种方式,AI成为人际连接的促进者,凸显了这项技术的真正优势。” — Tiffany Davis,ADP首席包容性与多元化官 3. 全人关怀:坚定组织对员工福祉的承诺 员工福祉仍然是雇主在2026年的重要考量。数据显示,组织在确保员工身心及财务福祉方面表现出强烈的责任感: 身体健康:94% 的大型组织、91% 的中型组织和90% 的小型组织认同他们有责任确保员工的身体健康。 心理健康:93% 的大型组织、90% 的中型组织和87% 的小型组织认同他们有责任确保员工的心理健康。 财务健康:86% 的大型组织、84% 的中型组织和74% 的小型组织认同他们有责任确保员工的财务健康。 然而,强烈的责任感与提供充足资源的能力之间存在差距。企业领导者需注意的是,弥合这一差距至关重要,因为那些真正为员工提供关怀的雇主,在员工健康、敬业度和生产力方面都能观察到更优异的成果。 二、合规 (Compliance):驾驭新兴法规与全球复杂性 在重塑人员策略以适应智能时代的同时,企业还必须应对随之而来的复杂监管环境,这正是平衡创新与关怀的另一大考验。 4. AI监管:应对人工智能在雇佣决策中的法规浪潮 全球各国和美国各州正在就如何监管AI在雇佣决策中的应用制定法规,并已形成不同的路径。欧盟的《人工智能法案》(EU AI Act)、加拿大的《人工智能与数据法案》和科罗拉多州的《人工智能法案》等法规,都将AI在招聘、晋升等关键决策中的应用归为“高风险”类别。《欧盟人工智能法案》明确禁止了四种特定行为:(1)通过工具分析员工情绪;(2)基于与工作无关的特征对员工进行社会评分;(3)利用生物识别数据评估员工的不当行为风险;(4)操纵员工使其采取非自愿行动。该法案同时强调,人类必须参与所有雇佣决策过程。 “在评估任何AI工具时,要考虑它是否使用安全、高质量的数据开发,是否能产生可靠且有意义的结果,以及是否有助于简化而非复杂化工作流程。保持人类监督、向员工提供透明度、定期监控输出并及早解决潜在问题,是负责任的AI项目的关键所在。” — Helena Almeida,ADP副总裁,管理法律顾问,AI法务官 5. 薪酬透明:全球薪酬透明度要求持续扩大 薪酬透明度的要求正在全球范围内持续扩大,尤其是在欧盟。从2026年6月起,欧盟成员国的雇主必须向求职者和现有员工提供薪酬信息、晋升机会,以及决定这些机会的客观、性别中立的标准。与此同时,美国各州也在推行类似法律,例如马萨诸塞州的新规(2025年10月生效)要求在该州拥有25名或以上员工的雇主必须披露薪酬范围,而特拉华州的新规(2027年生效)也对薪酬披露提出了更严格的要求。 6. 多司法管辖区合规:应对复杂的法律环境 雇主持续面临来自地方、州和联邦层面的多重法律要求,这些要求在薪酬透明度、假期、最低工资等方面差异巨大。企业领导者需注意的是,一种更具战略性的应对方法并非为每项法规制定单独的实践,而是制定一个以员工权利和最佳实践为核心的统一标准。这种方法不仅能够满足最严格的法律要求、简化行政管理,还能在整个组织内推行一致且公平的文化,从而有效降低合规风险。 “合规和风险管理所考虑的因素总是比法律的字面要求更广泛。当多项法律提出不同要求时,并不一定意味着要为每项法律制定单独的实践。通常可以制定一个以员工权利和最佳实践为核心的标准,这个标准在大多数情况下都适用,并能让你采取一致的方法。” — Meg Ferrero,ADP副总裁兼助理总法律顾问 三、技术 (Technology):智能体、数据与部门协作的未来 7. 智能体AI崛起:成为HCM的核心能力 继生成式AI之后,智能体AI(Agentic AI)正迅速成为人力资本管理的核心战略能力,预示着自动化和效率的新纪元。智能体AI是指能够以最少的人类监督,自主思考、规划和行动以实现多步骤目标的系统。数据显示,其应用率正随企业规模增长而提升(大型企业48%,中型企业25%,小型企业4%)。Gartner预测,智能体AI在企业软件应用中的比例将从2024年的不足1%迅猛增长到2028年的33%。其实际应用包括自动化新员工入职流程、简化薪酬校验和错误检测等,展现出巨大的效率提升潜力。 “智能体AI开启了自动化的新前沿,能够协调多步骤工作并适应现实世界的变化。人类的监督则为其提供目标和护栏,明确目标、批准关键行动并审查影响。两者结合,提供了在条件变化时值得信赖、合规且有弹性的可扩展自动化。” — Amin Venjara,ADP首席数据官 8. 数据管理演进:为智能体AI奠定基础 智能体AI的部署正促使领导者优先考虑软件应用间的无缝数据流。然而,这也带来了数据质量、隐私和安全方面的严峻挑战。数据显示,79% 的IT领导者认为AI智能体带来了新的安全挑战,且55% 的人对其部署的防护措施没有完全的信心。这背后反映出一个核心事实:强大的治理框架和高质量的数据,对于负责任地实现AI的承诺至关重要。 9. HR与IT融合:日益紧密的战略伙伴关系 随着AI重塑工作场所,人力资源(HR)和信息技术(IT)部门的关系变得前所未有地相互依赖。数据显示,64% 的IT领导者预测,HR与IT将在五年内完全合并。这种合作关系已超越战术层面,上升为战略需要:HR的成功将越来越依赖IT的技术专长;反之,IT也需要HR提供关于技术如何影响员工的深刻洞察。其战略意义在于,两个部门共同承担着保护公司数据、将人员数据融入业务战略以及影响领导层如何应对AI转型的核心责任。 “IT在决策中的作用肯定比过去更重要了。他们关心的是用户管理、数据安全、集成以及这些集成的工作方式。它们是否现代化?是否可扩展?它们之间能否连接,以及如何对这些连接进行维护?” — Tonya James,ADP全球薪酬产品管理副总裁 构建一个更智能、更人性化的未来工作世界 塑造2026年的各种力量,要求领导者在人员、合规和技术领域驾驭日益增长的复杂性,同时始终保持人性化的触觉。这不仅是应对挑战,更是抓住机遇,重新定义何为卓越的组织。可持续的增长将属于那些能够在推动创新的同时不忽视员工、在应对监管的同时不牺牲敏捷性、在部署互联智能的同时不失去信任的组织。最终,能够在2026年脱颖而出的,将是那些不仅采纳了智能技术,更将其深度融入人性化管理哲学,从而实现创新与关怀无缝结合的组织。  
    technology
    2025年11月25日
  • technology
    2024年组织中人力资源部门的21个关键角色-来自AIHR 组织中人力资源部门的21个关键角色,分为“关键角色”、“合规角色”和“新兴角色”三个部分,如下所示: 关键角色 吸引候选人:开发和执行策略以吸引合适的候选人。 选择候选人:从众多申请者中挑选出最适合的候选人。 内部和外部招聘:内部晋升和外部招聘的管理。 绩效评估:对员工的工作表现进行评估。 薪酬:设计和实施薪酬策略。 员工福利管理:设计和管理员工福利计划。 学习与发展:确保员工技能与组织需求保持一致。 合规角色 晋升:晋升机制的设计与实施。 问题解决小组:创建和管理解决问题的小组。 全面质量管理(TQM):实施全面质量管理以提高服务或产品质量。 信息共享:确保重要信息能够及时传达给所有员工。 组织发展:通过战略性的人力资源管理提升组织效能。 调查管理:管理各种员工调查,收集反馈以改进工作环境。 合规管理:确保公司遵守所有相关法律和规章制度。 商业合作伙伴:HR作为管理层的战略合作伙伴,提供人力资源解决方案。 新兴角色 数据与分析管理:使用数据分析来支持决策过程。 人力资源技术管理:管理和优化HR相关的技术和系统。 变更管理:领导和管理组织变更。 员工体验:设计和改进员工的整体工作体验。 多元化、公平、包容和归属感(DEIB):推广和实施多元化和包容性策略。 公关:管理公司的公共形象和应对公关危机。 原文来自:https://www.aihr.com/blog/human-resources-roles/   Attracting candidates, Selecting candidates, Hiring from within and from outside, Performance appraisals, Compensation, Employee benefit management, Learning & development, Promotions, Problem-solving groups, Total quality management (TQM), Information sharing, Organizational development, Survey management, Compliance management, Business partnering, Data & analytics management, HR technology management, Change management, Employee experience, DEIB, PR 吸引候选人、选择候选人、内部和外部招聘、绩效评估、薪酬、员工福利管理、学习与发展、晋升、问题解决小组、全面质量管理 (TQM)、信息共享、组织发展、调查管理、合规管理、业务合作、数据与分析管理、人力资源技术管理、变革管理、员工体验、DEIB、公共关系  
    technology
    2024年05月12日
  • technology
    Anita Lettink Challenges HR Norms: Adapting to the Unpredictable Work Landscape of 2024 ANITA LETTINK:Why I'm not writing 2024 HR trends Anita Lettink, in her newsletter, discusses why she is not writing the 2024 HR trends. She emphasizes the importance of a dynamic, continuous strategy over annual predictions in HR. The article reflects on the evolving nature of work and the need for a fluid, adaptable approach. Lettink argues that understanding and navigating HR challenges require responsiveness to rapid changes in technology, economics, and workforce dynamics. She introduces the 2024 HR challenge, encouraging HR professionals to maximize the use of their HR solutions and focus on making incremental changes to better support their workforce. 推荐给大家; Hey future of work friends, I probably find you during budgeting and planning time. For me, it’s the end of conference season. I did my final keynote on the New Employee Experience at Indeed FutureWorks last week. And now I am back home, and will use December to read everything I bookmarked to surprise you with new keynotes and articles next year. I’ll also write my annual HR Tech Startup report. And if you’d like an in-company webinar on what to expect from AI in HR or how to prepare for Equal Pay please reach out - I’ve got you covered! Thinking about the Future of Work is important. And yes, you’d already assumed I would say that. I've spent years analyzing trends at the intersection of economics, business, technology, and human resources. Each year, I've distilled these insights into trend articles, aiming to forecast the year ahead. However, I've realized that our rapidly evolving world demands a different approach. In this newsletter, I'll share why I've moved away from annual trend predictions and why we need a more dynamic, continuous strategy in understanding and navigating HR challenges. I'll explore how embracing a fluid, responsive stance can better equip us to handle HR (tech) developments. Why I am not writing 2024 HR trends I've always been deeply invested in keeping a finger on the pulse of our industry. For years, it was a tradition of mine to sit down at the end of each year and write an article on emerging trends in Human Resources, based on my analysis of developments in economics, business, technology, and HR. I wrote them to reflect on the past year and help you - and me - prepare for the next. I stopped this tradition. And if you wonder why, it's not for a lack of trends or changes in the industry—far from it. The HR landscape is as dynamic as ever, perhaps even more so. But I've realized that these annual trend articles, while insightful, may not be as beneficial as I once thought. Sure, they give a nice overview of what’s happening and what might happen, but you can’t run after every trend. And most years there were way too many of them. The world of work is evolving at an unprecedented pace, and the tools and strategies that were groundbreaking a year ago might now be outdated. In this fast-paced environment, I believe that what we need isn't annual predictions but a continuous, adaptable approach to understanding and navigating HR challenges. When you want to provide a stable environment for employees and your company, thoughtful, strategic adjustments might be much more impactful. So, instead of offering predictions, I'm taking a different path. I want to share with you the reasons behind this shift in my thinking and why I believe it's crucial for all of us in HR to adopt a more fluid, responsive stance towards industry trends. Embracing a fluid approach This change was sparked by several realizations. Firstly, the very nature of HR is fundamentally about people, and people are inherently unpredictable. People also like stability. And while trends can give us a broad outline, they can't capture the nuanced, often sudden shifts in employee needs, workplace dynamics, and organizational cultures. We all remember the start of the pandemic, when we put everything aside to make sure that employees could work safely, and where possible, from home. And while we might think this was a once-in-a-lifetime occurrence, we also know the world has become more unpredictable, and we should be ready to deal with similar sudden events. And that means we should think more in terms of how we can offer a stable base that can handle these sudden shifts. That also means we should not be so quick in dividing work in “the past” and “the future”. While some people argue you should only look at the future of work, I believe we should take a much more nuanced approach. As example, the picture above: it’s often used to show the past and the future of work. In my thinking, both sides represent the future. It’s not either/or, it’s and/and. And when I speak about the New Employee Experience, I use it to encourage HR professionals to cast a wide net: how can you offer all work options, so you appeal to a larger section of the workforce? It’s not about discarding the past and looking at the future. It’s embracing both where you can. Some people like the 9-5 day, working from an office. Some people find profit more important than purpose. It’s about offering a wide range of choices, to attract and retain people in a time when the labor market is tight. That’s especially important when you work in the Global North, and a next major shift is upon us: a shrinking workforce due to demographics in combination with the lack of skilled workers. How useful are predictions anyway? Secondly, I noticed a pattern over the years. Many of the trends I predicted would either rapidly evolve or be overtaken by entirely new developments before the year was out. Just look at Generative AI: at the end of last year, no one predicted that this would be the main topic of 2023. This rapid (r)evolution made me question the usefulness of annual predictions: why do we write them only at the end of the year? In a world where change is the only constant, static yearly forecasts seem almost counterintuitive. How can we even begin to predict what is coming, when recent events put everything we know upside down? And lastly, I also started to wonder if focusing too heavily on future trends might pull us away from the present. When we always look ahead, we might miss crucial opportunities to address current issues effectively or fail to build on the strengths we already have. It can sometimes cause us to miss out on addressing the immediate needs and challenges facing our employees and organizations. By constantly chasing what might be ahead or new, we risk not fully leveraging the strengths and successes we currently possess. It's vital to strike a balance between preparing for future changes and optimizing our current practices. This way, we can ensure that our efforts are not only geared towards what the 'future of work' might look like but are enhancing today’s HR strengths, thereby creating a more holistic and effective HR strategy. 2024 Challenge And to illustrate the above with a practical example, let me ask you this: what percentage of your HR solution do you actually use? I am not asking for an exact number, just an estimated guess. When you look at its current functionality, do you use all of it? Half? Maybe even less? When you close a contract for an HR cloud solution, the vendor will not only maintain the solution in its current state, but also improve it over time. And the fee you pay covers all those new features and functionalities. That means you get more bang for your buck. But if you don’t activate any of these features, then the vendor is wasting development capacity, and you are paying for something you will never see. Would you consider that good use? And the problem isn't just the use; you will also miss out on the potential to support your workers better and change your workplace. Every unused feature in your HR solution is a lost chance to improve employee engagement, streamline processes, or uncover people insights. So, here’s my 2024 HR challenge for you: 1. Guess: How much of your HR solution do you use today? 2. Pick one unused feature in your HR solution, explore it, and make it available! Try to make a gradual change every month. Repeat that during the first six months of 2024 and then evaluate your success or learn from your mistakes! And don’t forget to tag me with the results! Instead of focusing on yet another 2024 HR trend, let’s make sure that we first use our HR solution to the fullest, one feature at a time. I think this will be more helpful to your organization than you might think. Let’s continue the conversation I don’t want to leave you with the impression that looking forward isn't important. On the contrary, it's crucial. If only for the reason that what we build today will affect our future workforce the most. But we should do it with the understanding that HR is less about predicting the future and more about creating it through proactive, ongoing engagement with our workforce, our company, and the world around us. To maybe not take giant leaps but make incremental changes that benefit the people we work with most. People are tired of constant change. However, we can draw inspiration from social media tools - by implementing small, gradual improvements, we can consistently enhance the experience, allowing people to smoothly adapt to these changes over time. This shift is not just about how we talk about HR trends; it's about how we do HR. It's a move towards a more dynamic, responsive, and collaborative approach that recognizes the complexity and fluidity of our work. It's about creating a living dialogue that evolves with our ever-changing environment. We must talk about the future. But it shouldn’t be confined to the end of the year. There is no reason for such a hard cut. I look forward to engaging with you, in continuous conversations about what we're seeing, doing, and expecting in real-time. This approach, I believe, will not only keep us more connected to the immediate needs of our organizations but also better prepared to adapt to whatever the future holds. While I don’t write HR trend articles anymore, my commitment to helping you understand and make sense of the future of work is as strong as ever. I will keep you posted on the latest developments as I see them. I will continue to write this newsletter about my observations on how we can improve work with the help of technology, especially new tech. Good luck with planning the year ahead. And let me know if you would have preferred a list of 2024 HR trends, Have a great day, Anita What’s next for compensation? Pete Tiliakos, Anke Mogannam and I participated in an online #WDAYChats. We shared insights and POV’s on modern payroll operations and how payroll leaders can help their organizations minimize cost and accelerate innovation. Decusoft asked me how companies can prepare for pay transparency and equal pay. You can find my answers here. Indeed asked people if money really makes them happy. Find the surprising answers, an interview with yours tryly and more compensation charts in this insightful Dutch report: De toekomst van compensatie.
    technology
    2023年12月01日