• Workforce Planning
    2025年HR科技六大趋势:你应该期待什么 HRTechChina每年都会聚合新的一年人力资源发展趋势,2025年的趋势是什么?我们一起来看看各家如何预测!2025年趋势专题地址是:http://hrnext.cn/8dK4a3  可以收藏保存,我们会不断更新全球各地的预测,与你分享,决不可错过! 编者注:2025年,人力资源科技将由人工智能、数据分析和个性化解决方案推动变革。AI驱动的学习与发展平台将为每位员工量身定制学习计划,提升参与度和技能应用效果。混合劳动力模式下,员工体验平台将进一步加强员工的连接性与参与感。人力分析、AI助手和员工心理健康等科技工具将在提升工作效率和推动多元化包容性方面发挥重要作用。未来的HR不仅关乎技术,更关乎如何利用技术连接、赋能和支持员工。 ———————— HRTech正在以惊人的速度发展,这种变革源于不断变化的劳动力需求和现代组织的期望。在2025年,人工智能、数据分析和以人为本的解决方案的结合将以全新的方式彻底改变人力资源。让我们来探索一些在未来人力资源科技领域中最值得期待的趋势。 1. AI驱动的个性化学习与发展 2025年,得益于人工智能,学习与发展(L&D)将变得比以往更加个性化。传统的“一刀切”培训模式将逐渐被个性化的员工发展路径所取代。AI驱动的学习平台可以分析个人的技能、能力以及职业抱负,为其制定量身定制的发展计划。 例如,我网络中的一位人力资源领导者最近分享了他们如何实施AI驱动的学习与发展项目,该项目能实时适应员工需求。员工在完成绩效评估后收到与之匹配的学习模块,这显著提高了完成率并改善了技能应用效果。想象一下,您的员工能够在他们最需要的时候获得精确的学习资源——这种个性化的学习方式将在2025年成为提升员工参与度和保留率的关键。 2. 支持混合劳动力的员工体验平台 混合工作模式将长期存在,2025年,人力资源科技将继续应对保持远程、现场和混合员工之间联系和参与的挑战。员工体验平台将提供沉浸式的虚拟体验,覆盖员工整个职业旅程,从入职到离职。 像Microsoft Viva和Workday这样的平台不仅仅提供参与工具,还将整合健康资源、促进社区建设,并通过实时调查和数据分析提供有价值的见解。许多组织已经采用了能够进行实时反馈的员工体验解决方案,这使得HR团队能够快速处理员工关切,进而提升混合劳动力的参与度。 3. 人力分析作为战略业务驱动力 人力分析不再只是用于追踪员工流失率。在2025年,HR领导者将把人力分析作为战略驱动因素,基于数据做出关于人才获取、发展和劳动力规划的决策。预测分析将帮助识别哪些员工有可能离职,从而采取主动的保留策略。 我的一位同事,他在一家中型科技公司担任HR负责人,最近分享了他们在人力分析方面的成功经验。通过分析离职模式,他们发现某个团队的流失率很高。这一洞察促使他们实施了有针对性的干预措施,如管理培训和工作重新设计,大大减少了员工流失。作为HR专业人士,我们拥有独特的机会,通过数据提供洞见,直接影响业务的底线。 4. 人力资源功能中的聊天机器人和AI助手的兴起 到2025年,AI驱动的聊天机器人和助手将在更多的人力资源事务中发挥作用,使HR能够集中精力在战略性工作上。无论是回答常见问题,还是协助处理工资、入职和福利查询,AI助手将简化HR操作并提升员工体验。 我个人见证了AI助手如何显著改善入职流程。新员工可以24/7获得问题支持,从而加快并顺利完成入职流程。此外,HR专业人士得以将更多时间投入到员工参与活动中,而不是处理行政任务。这一趋势并不是为了取代人与人之间的互动,而是为了提高HR的效率和响应速度。 5. 强调员工健康与心理健康解决方案 员工健康已成为企业关注的焦点,而2025年将看到更多的科技解决方案优先考虑心理健康和福祉。AI驱动的健康工具和心理健康应用程序将无缝集成到员工体验平台中,提供员工所需的前瞻性支持。 例如,虚拟健康项目可以与可穿戴技术结合,帮助员工监测压力水平,而HR领导者则能够获得汇总的见解,以便提供针对性的健康计划。在我的经验中,这些工具帮助我们更全面地关注员工福祉,创造出一个让员工感到支持和重视的工作文化。 6. 利用技术加强多元化、公平和包容性(DEI) 2025年,技术在促进多元化、公平和包容性(DEI)方面将获得更多动力。AI驱动的工具将通过使用匿名数据来评估候选人的技能和资质,减少招聘过程中的偏见。高级HR分析还可以帮助跟踪DEI举措,找出需要改进的领域,并衡量多元化项目的影响。 AI驱动的技术可以在招聘过程中隐藏候选人的个人信息,使决策仅基于技能和经验,从而改善招聘的多元化并丰富组织文化。利用技术消除员工生命周期各阶段的偏见,将是朝着建设真正包容性工作场所迈出的重要一步。 结论:拥抱人力资源的未来 我们看到的2025年人力资源科技趋势不仅仅是创新,它们是实现更个性化、包容和高效的人力资源功能的推动者。作为HR领导者,我们需要拥抱这些变化,不仅为了操作效率,更是为了这些技术为员工和业务带来的战略价值。 人力资源的角色已经从行政职能演变为战略职能,从被动反应转变为主动决策。我们在2025年看到的人力资源科技趋势正在加速这一转变。让我们拥抱这些变化,装备自己以合适的工具,引领组织迈向以人为本的未来。 未来的人力资源不仅仅关乎技术,更关乎我们如何利用技术去连接、赋能并支持我们最宝贵的资源——员工。 今天就与我们联系,重新构想您的HR实践,并在2025年将其提升到新的高度!
    Workforce Planning
    2024年10月18日
  • Workforce Planning
    【原版阅读】How HR teams can successfully use headcount planning 编者注:这是Google劳动力规划团队项目经理的思考,与大家分享。他将大部分时间用于帮助将Google的业务战略与人员战略联系起来。分享他在成功规划未来招聘方面所学到的知识 - 无论您的组织规模或增长率如何。 作者:Cliff Emmanuel  Program Manager, Workforce Planning One of the biggest staffing-related challenges I’ve seen at rapidly-growing organizations has been accurately predicting hiring demand. Hiring managers at these organizations want the flexibility to respond to changing market conditions, such as new technology. They also want the freedom to make opportunistic hires — for example, when a competitor has layoffs. At the same time, HR teams require lead time to allocate resources effectively, build out the candidate pipeline, and cultivate long-term relationships with candidates. As a result of this push and pull between hiring managers and HR, staffing can be stretched beyond capacity as they react to unpredictable shifts in hiring needs. But attempting to resolve this problem with overly-rigid headcount planning can leave the staffing team — and the rest of the organization — unable to properly react when the job market conditions change. Pursuing flexibility and predictability in hiring doesn’t need to be an either-or decision. Armed with the right tools and questions, a HR team can help their organization achieve balance by engaging company leadership and hiring managers in a thoughtful conversation around headcount demand planning. As a Program Manager on Google’s Workforce Planning team, I spend most of my time helping connect Google’s business strategy to its people strategy. I’d like to share with you what I’ve learned about successfully planning for future hires — no matter the size or rate of growth of your organization. What is headcount planning, and where does it fit within strategic workforce planning? Headcount demand planning is a forecast of future hiring needs at an organization. With this type of planning, a team’s projected hiring demand is proactively discussed with their staffing team well in advance of the actual need to hire. Because these needs are often tightly integrated with the goals and strategy of the organization, each hire that is forecasted has a defined purpose, and the candidate who ultimately fills the vacancy should gain an immediate understanding of how they will help drive the business forward. As an example: At Google, we frequently plan launches of new products, or updates to our existing product suite. We set launch dates for these products months, or sometimes years, in advance. By determining what kind of product will be launched, and when the launch will take place, our staffing teams can understand: What types of hires and skill sets will be needed to support the new product — for example, engineers, designers, or project managers. How many of each role should be hired, by sourcing internally or externally. When each new hire should start in order to adequately support their portion of the product creation, launch, and promotion. With this forward-thinking approach to hiring demand, our HR team is able to plan very large hiring periods in advance. And, because the team uses our organization’s goals to drive their planning, each future hire’s purpose is clear from the moment the job ad is created, and HR can speak with confidence about the duties and responsibilities of that role. It’s important to note that headcount demand planning is just one part of a broader strategic workforce planning process. Before determining future hiring needs, your organization should first clearly establish business and product objectives, identify gaps in skills and capabilities among its current workforce, and think strategically about filling these gaps through internal mobility and upskilling. Only then should teams engage in defining their demand for external talent. How does headcount planning benefit organizations? With greater insight into the goals for the organization, HR can more clearly identify which candidates have the right skills to impact these team- or company-wide goals. This proactive approach also provides HR with time to ask the hiring manager questions that may help source stronger candidates, such as, “what will this hire be working on?” or “what specific skills are needed for this role?” Headcount demand planning also allows recruiters to spend more time identifying these strong candidates. With ample lead time on upcoming roles, recruiters can start building closer relationships with strong candidates — something that is typically not possible otherwise. This allows for more opportunistic hiring at a later date: If a recruiter begins to build a relationship with the ideal candidate for a forecasted role prior to the job ad being posted, the recruiter can take immediate action, speeding up the hiring process. Finally, hiring managers who take part in demand planning also enjoy the flexibility to respond to changes in the job market. If demand is rising for a specific role that has already been forecasted, and quality candidates are becoming scarce, the hiring manager may have a conversation with staffing about taking action to prioritize this opening in the recruiter’s queue. How HR professionals can successfully plan for future hires At large and growing companies like Google, we’re constantly hiring to meet new demand and support our business strategy, but we are also in “growth mode”: We’re continually expanding into new areas and need to regularly grow our workforce to meet these needs. Smaller organizations, or those not actively growing, will still find headcount demand planning useful, however. Even if you are a recruiter for a small business making just a few hires a year, having conversations about future demand will give you a much better idea of the staffing needs that you will be asked to support. Understand the business strategy To successfully plan for future hiring demand, you need a strong understanding of your organization’s business strategy. In my experience, I’ve found that this is a crucial stage in the planning process, as it allows you to understand both when and how future hires will support the growth and goals of your organization. To learn more about your company’s business strategy, start by asking these questions: What are our major investments for the next 1-2 years? These may be financial investments, including new products that the company is developing or major updates to current products. Or they may be personnel investments, such as teams in need of expansion or additional training programs. Are we expanding our footprint? This includes the opening of new offices and the expansion of existing ones, both of which require additional staff to be hired. Where is the organization growing the most or at the fastest rate? Such as specific teams or skill areas, like development, engineering, or marketing. How is the industry changing? For example, are advances in technology increasing the importance of new skill sets such as machine learning or 3D printing? This information can be acquired by speaking with company leadership, or it can often be found in earnings reports, press releases, blog posts, or internal news sources. By gathering the answers to these questions, you will start to grasp areas of future demand, and the types of resources required to meet it. Speak with hiring managers about their needs After gathering company-specific information, I recommend speaking directly to hiring managers about the needs of their particular team. This is another opportunity to get useful information about future vacancies within the organization, and often allows staffing teams to better prepare for brand-new roles or, occasionally, changes in the company’s direction. Start by asking hiring managers these questions: How will this team support the business strategy? A development team may currently support one product, but soon begin work on a new one. Understanding each team’s role in meeting future goals allows recruiters to better grasp which roles or skills may be currently missing. What types of roles will be needed? Do hiring managers anticipate any brand-new roles, or will they just be adding roles similar to those already present on their team? How soon will these vacancies take shape? To avoid overhiring, staffing teams must fill vacancies at the right time — not before a new employee is truly needed. Integrate forecasting data to your HR system Most organizations utilize at least one system that tracks the number of current and future employees at their organization. These may be a human resources information system (HRIS), an applicant tracking system (ATS), a spreadsheet, or a combination of tools. Once the staffing team has acquired details on forecasted hires, this data should be added to their chosen system. When documenting this information, be sure to include all of the details from your conversations with leadership and hiring managers, including: The roles that are needed: Including job titles, teams, ballpark salary, and responsibilities. How these employees will support the organization’s goals: Are they being hired for a specific product launch? Or due to forecasted growth within a specific team? When these hires should be made: This should be as close to a set date as possible, so that staffing teams may use their knowledge of your organization’s time to hire to inform the time that the job ad is posted, that interviews take place, and so on. To avoid any dysfunction in planning for future hires, all headcount demand data should be stored in the same place. This provides a single “north star” headcount for all roles, whether they are planned to be filled immediately or forecasted for the future. Dealing with uncertainty I’ve often heard business leaders say that their industry is changing too fast to engage in rigorous headcount planning. They argue that they need the flexibility to change plans and redirect headcount to take advantage of changing market conditions or make opportunistic hires. These are real concerns in fast-moving industries or early-stage companies. Yet even in these situations, HR teams can avoid being caught off guard when conditions change. By working with business leaders to understand the sources of uncertainty, HR leaders can incorporate scenario planning into their existing headcount demand planning, and be ready to hit the ground running when the unexpected happens. Maintain excess staffing capacity proportional to the level of uncertainty Every time leadership creates a new job opening, staffing requires time to write a job description, prepare interview guides, and build out the candidate pipeline. Unexpectedly closing or changing the requirements of open roles taxes the productivity of the staffing team. As a result, businesses expecting conditions to change rapidly should reserve excess staffing capacity proportional to the level of uncertainty. The organization could set aside a portion of recruiter time to respond rapidly to ad-hoc requests, or set aside excess budget to engage an external agency when hiring demand unexpectedly surges. Set clear rules for opportunistic hiring Occasionally, recruiters may come across a stellar candidate with no corresponding job opening. In other cases, you may have two exceptional finalists for a single job opening. Rather than make a seemingly impossible choice, a hiring manager may like to extend an offer to both qualified candidates, even if there is no established budget for their hire. In these scenarios, establishing clear guidelines on when the company should make opportunistic hires not captured in the demand plan can help maintain fairness in the hiring process, limit overhiring, and prevent the loss of critical talent. Headcount planning is a useful process for all businesses While headcount planning may seem worthwhile only to very large or growing businesses, I’ve learned that it can be an extremely useful process for HR teams of any size at any organization. By investing the time and energy into learning about your company’s future needs, you’re not only preparing yourself for these upcoming hires: You’re also showing your hiring managers that you’re ready and willing to meet their needs, no matter when they arise. This proactive approach often results in a much closer relationship between staffing and other business teams. This, in turn, strengthens the hiring process even more by preventing confusion or conflict, and allows all teams to work together in harmony toward their common goals.   以下是AI翻译方便学习: 我在快速发展的组织中看到的与人员相关的最大挑战之一就是准确预测招聘需求。这些组织的招聘经理希望灵活应对不断变化的市场条件,例如新技术。他们还希望有机会招聘的自由 - 例如,当竞争对手裁员时。与此同时,人力资源团队需要有时间来有效地分配资源,建立候选管道,并与候选人建立长期关系。 由于招聘经理和人力资源部门之间的这种推动和拉动,人员配备可能会超出能力范围,因为他们会对招聘需求的不可预测的变化做出反应。但是,尝试通过过于严格的人员计划来解决这个问题可能会使人员配备团队 - 以及组织的其他人员 - 在就业市场状况发生变化时无法做出正确的反应。 在招聘中追求灵活性和可预测性不一定是一个或两个决定。有了正确的工具和问题,人力资源团队可以通过让公司领导和招聘经理参与有关员工需求计划的深思熟虑的对话,帮助他们的组织实现平衡。 作为Google劳动力规划团队的项目经理,我将大部分时间用于帮助将Google的业务战略与人员战略联系起来。我想与您分享我在成功规划未来招聘方面所学到的知识 - 无论您的组织规模或增长率如何。 什么是人员规划,它在战略人力规划中的适用范围? 人员需求计划是对组织未来招聘需求的预测。通过这种类型的计划,团队预计的招聘需求将在他们实际需要聘用之前与其员工团队进行主动讨论。由于这些需求通常与组织的目标和战略紧密结合,因此预测的每个雇员都有明确的目标,最终填补空缺的候选人应立即了解他们将如何帮助推动业务发展。 例如:在Google,我们经常计划推出新产品或更新我们现有的产品套件。我们提前几个月或有时几年设置这些产品的发布日期。通过确定将推出何种产品以及何时启动,我们的员工团队可以理解: 支持新产品需要哪些类型的员工和技能 - 例如,工程师,设计师或项目经理。 通过内部或外部采购,应聘用多少角色。 当每个新员工开始时,为了充分支持他们在产品创建,发布和推广方面的部分。 通过这种前瞻性的招聘需求方法,我们的人力资源团队能够提前规划非常大的招聘期。而且,由于团队使用我们组织的目标来推动他们的计划,因此从创建工作广告的那一刻起,每个未来雇员的目的都是明确的,人力资源部门可以充满信心地谈论该角色的职责和责任。 值得注意的是,员工需求计划只是更广泛的战略性劳动力规划流程的一部分。在确定未来的招聘需求之前,您的组织应首先明确制定业务和产品目标,确定当前员工的技能和能力差距,并通过内部流动性和技能提升来战略性地思考如何弥补这些差距。只有这样,团队才能确定他们对外部人才的需求。 人员规划如何使组织受益? 通过更深入地了解组织的目标,人力资源部门可以更清楚地确定哪些候选人具有影响这些团队或公司范围目标的正确技能。这种积极主动的方法还可以让人力资源部门有时间向招聘经理询问可能有助于找到更有实力的候选人的问题,例如“这个雇员会做什么?”或“这个角色需要什么具体技能?” 员工需求计划还允许招聘人员花更多时间来识别这些优秀的候选人。在即将到来的角色上有足够的准备时间,招聘人员可以开始与强大的候选人建立更紧密的关系 - 这通常是不可能的。这允许在以后更多的机会主义招聘:如果招聘人员在招聘广告之前开始与理想候选人建立与预测角色的关系,招聘人员可以立即采取行动,加快招聘流程。 最后,参与需求计划的招聘经理也可以灵活地应对就业市场的变化。如果针对已经预测的特定角色的需求上升,并且优质候选人变得稀缺,则招聘经理可能与人员进行对话,以便采取行动以优先考虑招聘人员​​队列中的这一开放。 人力资源专业人士如何成功规划未来的招聘 在像谷歌这样的大型和成长型公司,我们不断招聘新的需求并支持我们的业务战略,但我们也处于“增长模式”:我们不断扩展到新的领域,需要定期发展我们的员工以满足这些需求。 然而,规模较小的组织或那些没有积极发展的组织仍然会发现员工需求计划很有用。即使您是一家小型企业的招聘人员,每年只招聘几名员工,但有关未来需求的对话将使您更好地了解您将被要求支持的人员需求。 了解业务战略 要成功规划未来的招聘需求,您需要对组织的业务战略有深刻的理解。根据我的经验,我发现这是规划过程中的一个关键阶段,因为它可以让您了解未来雇员何时以及如何支持组织的发展和目标。 要了解有关贵公司业务战略的更多信息,请首先提出以下问题: 我们未来1 - 2年的主要投资是什么?这些可能是金融投资,包括公司正在开发的新产品或对当前产品的重大更新。或者他们可能是人员投资,例如需要扩展的团队或额外的培训计划。 我们正在扩大我们的足迹?这包括开设新办事处和扩大现有办公室,这两个办公室都需要雇用更多的工作人员。 组织在哪里增长最快或最快?例如特定团队或技能领域,如开发,工程或营销。 行业如何变化?例如,技术的进步是否会增加机器学习或3D打印等新技能的重要性? 这些信息可以通过与公司领导层交谈获得,也可以通常在收入报告,新闻稿,博客文章或内部新闻来源中找到。通过收集这些问题的答案,您将开始掌握未来需求的领域以及满足这些需求所需的资源类型。 与招聘经理谈谈他们的需求 收集公司特定信息后,我建议直接向招聘经理讲述他们特定团队的需求。这是获得有关组织内未来职位空缺的有用信息的另一个机会,并且通常允许员工团队更好地为全新角色做准备,或者偶尔改变公司的方向。 首先向招聘经理询问以下问题: 该团队将如何支持业务战略?开发团队目前可能会支持一种产品,但很快就会开始研发新产品。了解每个团队在实现未来目标中的作用,使招聘人员能够更好地掌握当前可能缺少的角色或技能。 需要什么类型的角色?招聘经理是否会预测任何全新的角色,或者他们只会添加类似于团队中已有的角色? 这些空缺会在多长时间内形成?为避免过度雇用,人员配备团队必须在合适的时间填补空缺 - 而不是在真正需要新员工之前。 将预测数据集成到HR系统 大多数组织至少使用一个系统来跟踪其组织中当前和未来员工的数量。这些可以是人力资源信息系统(HRIS),申请人跟踪系统(ATS),电子表格或工具的组合。 一旦人员配置团队获得了预测员工的详细信息,就应将这些数据添加到他们选择的系统中。记录此信息时,请务必在与领导和招聘经理的对话中包含所有详细信息,包括: 需要的角色:包括职称,团队,球场薪水和责任。 这些员工如何支持组织的目标:他们是否被聘用进行特定的产品发布?或者由于特定团队的预测增长? 当这些雇员应该做出时:这应该尽可能接近设定的日期,以便人员配置团队可以利用他们对您组织的时间的了解来雇用工作广告的时间,进行面试,以及等等。 为了避免计划未来雇员的任何功能失调,所有人数需求数据应存储在同一个地方。这为所有角色提供了单一的“北极星”人数,无论是计划立即填补还是预测未来。 处理不确定性 我经常听到商业领袖说他们的行业变化太快,无法进行严格的人员规划。他们认为,他们需要灵活地改变计划并重新调整员工人数,以利用不断变化的市场条件或进行机会招聘。 这些是快速发展的行业或早期公司的真正关注点。即使在这些情况下,人力资源团队也可以避免在情况发生变化时措手不及。通过与业务负责人合作了解不确定性的来源,人力资源领导者可以将情景规划纳入其现有的员工需求计划中,并准备好在意外发生时立即投入运行。 保持与不确定性水平成比例的超额人员配备能力 每当领导层创建新的职位空缺时,人员配备需要时间来编写职位描述,准备面试指南,并构建候选人管道。意外关闭或改变开放角色的要求会降低人员配备团队的生产力。 因此,预计条件迅速变化的企业应该保留与不确定性水平成比例的超额人员配备能力。该组织可以留出一部分招聘人员的时间来快速响应临时请求,或者在招聘需求意外激增时留出超额预算来聘请外部机构。 为机会招聘制定明确的规则 有时,招聘人员可能会遇到一位没有相应职位空缺的优秀候选人。在其他情况下,您可能有两个特殊的决赛入围者。招聘经理可能不愿意做出看似不可能的选择,而是愿意向两位合格的候选人提供报价,即使他们没有预定的雇佣预算。 在这些情景中,建立明确的指导方针,说明公司何时应该在需求计划中没有记录机会主义招聘,这有助于维持招聘流程的公平性,限制过度雇佣,并防止关键人才的流失。 人员计划是所有企业的有用流程 虽然员工人数计划似乎只对非常大或不断增长的企业有所帮助,但我了解到,对于任何组织的任何规模的人力资源团队来说,这都是一个非常有用的流程。通过投资的时间和精力投入到学习有关公司未来的需求,你不仅准备自己为即将开幕的员工:你还显示,无论何时,他们的招聘经理,你已经准备好并愿意满足他们的需求,出现。 这种积极主动的方法通常会导致员工与其他业务团队之间的关系更紧密。反过来,这可以通过防止混淆或冲突来加强招聘过程,并允许所有团队协调一致地实现共同目标。  
    Workforce Planning
    2019年08月11日