人工智能如何改变人才获取 How Artificial Intelligence Is Changing Talent Acquisition现在大家都在关注招聘AI,并就如何改变招聘方式进行了大量的讨论。招募人工智能是下一代软件,旨在改进或自动化招聘工作流程的某些部分。
作者:Ji-A Min
人工智能对招聘的兴趣已经由三大趋势引发
经济的改善:最近的经济收益创造了一个候选人驱动型市场,这使得人才竞争比以往更加激烈。这一竞争只会继续增加 - LinkedIn调查的 56%的人才招聘领导者认为他们的招聘数量将在2017年增长。
对更好技术的需求:虽然人才招聘预计会增加,但是66%的人才招聘负责人表示他们的招聘团队将保持相同规模甚至缩小规模。这意味着时间有限的招聘人员需要更好的工具来有效地简化或自动化他们的工作流程的一部分,理想情况下用于最耗时的任务。
数据分析的进步:随着技术变得快速和成本效益足以收集和分析大量数据,人才招聘领导者越来越多地要求他们的招聘团队展示基于数据的雇佣质量指标,如新员工的表现和营业额。
人工智能在招聘中越来越受欢迎,这为招聘人员提高他们的能力提供了令人兴奋的机会,但同时也存在很多关于如何最佳利用人才的困惑。
为了帮助您理解这一切,以下是招聘人工智能最有前途的三个应用程序。
应用#1:AI用于候选人采购
候选人采购仍然是一个主要的招聘挑战:最近的一项调查发现,46%的人才招聘领导表示他们的招聘团队正在为吸引合格的候选人而奋斗。
候选人采购人工智能技术可以搜索人们离线的数据(例如简历,专业投资组合或社交媒体档案),以找到符合您工作要求的被动候选人。
这种用于招聘的AI可以简化采购流程,因为它可以同时搜索多个候选人来源。这取代了自己手动搜索它们的需求,并可能节省每个请求的小时数。您节省采购的时间可以用来吸引,预选和面试最强大的候选人。
应用#2:人工智能进行候选人筛选
当您收到的75-88%的简历不合格时,很容易明白为什么简历筛选是招聘中最令人沮丧和耗时的部分。对于零售和客户服务等大批量招聘,大多数招聘团队没有时间手动筛选他们每个公开角色收到的数百到数千份简历。
AI筛选旨在自动执行简历筛选流程。这种智能筛选软件通过使用岗位聘用数据(例如业绩和营业额)为新申请人提供招聘建议,为ATS增添了功能。
它通过应用所学到的关于现有员工的经验,技能和其他资质的信息来自动筛选和评分新候选人,从而提出这些建议。这种类型的技术还可以通过使用关于以前的雇主和候选人的社交媒体档案的公共数据源来丰富简历。
AI进行简历筛选可实现低价值,重复性任务,并允许招聘人员将时间重点放在更高价值的优先事项上,如与候选人交谈并与其进行交流以评估他们的适合度。
应用#3:AI用于候选人匹配
与采购相比,候选人匹配可能是一个更大的挑战:52%的招聘人员表示,他们工作中最难的部分是从大型申请人池中确定合适的人选。
用于候选人匹配的AI使用一种算法来识别打开的请求的最强匹配。匹配算法分析候选人的个性特征,技能和工资偏好等多种数据来源,根据工作要求自动评估候选人。
例如,LinkedIn求职公告通过将求职者描述中的技能与其LinkedIn个人资料中的申请人技能进行匹配来对候选人进行排名。人才市场使用匹配算法来匹配候选人社区以开放角色。这些人才市场通常迎合特定的候选技能,如软件开发或销售。
人工智能匹配用于从那些已经加入并且正在积极寻找新角色或者对新机会非常开放的人中找出最合格的候选人。这意味着招聘人员不需要浪费时间来吸引那些对新角色不感兴趣的被动应聘者。
关于人工智能的力量,让候选人与工作岗位相匹配的不同观点,请参阅“ 尽管您阅读或听取的内容,采购活动和确实如此”。
AI和招聘的未来
专家预测人工智能招聘会转变招聘人员的角色。由于低价值,耗时的招聘任务通过人工智能技术变得简化和自动化,招聘人员的角色有可能变得更具战略性。
了解AI如何提高其能力的招聘人员将通过在采购,简历筛选和候选人匹配方面节省几十个小时,从而提高效率。
人工智能招聘承诺释放招聘人员与候选人交流的时间,以确定合适人选,并确定候选人的需求并希望说服他们担任角色。它有可能授权他们与招聘经理和人才招聘领导者合作,根据未来增长和收入计划积极的招聘举措,而不是反应性回填。
了解如何最好地利用这项新技术的招聘人员将获得更高的KPI,如更高的招聘质量和更低的营业额。
以上由AI翻译完成。供参考
How Artificial Intelligence Is Changing Talent Acquisition
AI for recruiting is on everyone’s mind these days with a lot of talk on how it’s going to transform recruiting. Artificial intelligence for recruiting is the next generation of software designed to improve or automate some part of the recruiting workflow.
Interest in AI for recruiting has been sparked by three major trends:
The improving economy: The recent economic gains have created a candidate-driven market that’s made competing for talent tougher than ever. This competition will only continue to increase – 56% talent acquisition leaders surveyed by LinkedIn believe their hiring volume will grow in 2017.
The need for better technology: Although hiring is predicted to increase, 66% of talent acquisition leaders state their recruiting teams will stay the same size or even shrink. This means time-constrained recruiters need better tools to effectively streamline or automate a part of their workflow, ideally for tasks that are the most time-consuming.
The advancements in data analytics: As technology becomes fast and cost-effective enough to collect and analyze vast quantities of data, talent acquisition leaders are increasingly asking their recruiting teams to demonstrate data-based quality of hire metrics such as new hires’ performance and turnover.
The growing popularity of AI for recruiting represents exciting opportunities for recruiters to enhance their capabilities but there’s also a lot of confusion about how to best leverage it.
To help you make sense of it all, here are the three most promising applications for AI for recruiting.
Application #1: AI for candidate sourcing
Candidate sourcing is still a major recruiting challenge: a recent survey found 46% of talent acquisition leaders say their recruiting teams struggle with attracting qualified candidates.
AI for candidate sourcing is technology that searches for data people leave online (e.g., resumes, professional portfolios, or social media profiles) to find passive candidates that match your job requirements.
This type of AI for recruiting streamlines the sourcing process because it can simultaneously search through multiple sources of candidates for you. This replaces the need to manually search them yourself and potentially saves you hours per req. The time you save sourcing can be spent attracting, pre-qualifying, and interviewing the strongest candidates instead.
Application #2: AI for candidate screening
When 75-88% of the resumes you receive are unqualified, it’s easy to see why resume screening is the most frustrating and time-consuming part of recruiting. For high-volume recruitment such as retail and customer service roles, most recruiting teams just don’t have the time to manually screen the hundreds to thousands of resumes they receive per open role.
AI for screening is designed to automate the resume screening process. This type of intelligent screening software adds functionality to the ATS by using post-hire data such as performance and turnover to make hiring recommendations for new applicants.
It makes these recommendations by applying the information it learned about existing employees’ experience, skills, and other qualifications to automatically screen and grade new candidates. This type of technology can also enrich resumes by using public data sources about previous employers and candidates’ social media profiles.
AI for resume screening automates a low-value, repetitive task and allows recruiters to re-focus their time on higher value priorities such as talking and engaging with candidates to assess their fit.
Application #3: AI for candidate matching
Candidate matching can be an even bigger challenge than sourcing: 52% of recruiters say the hardest part of their job is identifying the right candidates from a large applicant pool.
AI for candidate matching uses an algorithm to identify the strongest matches for your open req. Matching algorithms analyze multiple sources of data such as candidates’ personality traits, skills, and salary preferences to automatically assess candidates against the job requirements.
For example, a LinkedIn job posting ranks candidates by matching the skills on your job description to applicants’ skills on their LinkedIn profiles. Talent marketplaces use matching algorithms to match their community of candidates to open roles. These talent marketplaces usually cater to specific candidate skill sets such as software development or sales.
AI for matching is used to identify the most qualified candidates from those who have opted-in and are either actively looking for a new role or are very open to a new opportunity. This means recruiters don’t need to waste time trying to attract passive candidates who just aren’t interested in a new role.
如何成为招聘营销人员?How to Become a Recruitment Marketer
对招聘营销和雇主品牌有兴趣,但不知道如何推动你在这个方向上的职业生涯?不要再看!我们采访了三位专业人士,他们成功创造了明亮的招聘营销职业,以了解他们如何登上他们的第一场演出,以及你如何也能成功。
由 Kaitlyn Holbein 撰写
以下是我们的受访者以及他们成为招聘营销人员的三大秘诀:
Lane Sutton是RallyRM导师和招聘营销超级巨星。Lane 于2015年在Sprinklr发现了招聘营销。今天,Lane 在完成学位的同时支持迪士尼的招聘营销计划。Lane负责内容策划,战略以及人才市场调查。Lane也是一位备受追捧并备受推崇的演讲者,他在众多的营销和人才招聘会议上分享了他的见解。
提示#1 - 营销人员,马上进入!
Lane的职业生涯最初始于市场营销。他的第一次实习是在HubSpot,在那里Lane提高了他的社交精明度。在Sprinklr,该团队热衷于让Lane将他的社交媒体营销技巧应用于他们的招聘需求。
“我起初对此犹豫不决,”莱恩承认道。“我不知道关于人力资源的事情。然而,我决定跳进去,很快就被抓住了。招聘营销基本上都是将你已经知道的营销策略和策略应用于候选人而不是客户。如果你来自营销背景,转型并不难。“
提示#2 - 开始联网
“接触已经在太空工作的人,”Lane建议道。“许多人愿意和你谈谈他们的角色,职业生涯和他们工作的公司。您将获得有价值的信息并建立您的网络,这样人们就可以开始为您的团队未来的机会考虑您。“
制定招聘营销链接并获得一些知情人士的一种方法是申请RallyRM导师计划。免费课程将希望培养其招聘营销技巧的人员与像Lane这样的导师进行匹配,他们帮助他人发展事业并自信地引导新策略。
提示#3 - 将招聘营销工作融入您当前的角色
Lane说:“越来越多的入门级招聘营销工作变得可用。“如果你的公司还没有人在做招聘营销,那么这是你的机会!开始接受项目建立一个案例在你的组织中发挥这样的角色。
“例如,如果您是招聘人员或招聘协调员,您可以询问您的经理是否可以尝试解决并改善特定的候选人体验问题。如果你在营销部门,你可以联系Talent Acquisition,看看你能否帮助他们改进他们的职业生涯内容战略。“
莱恩说,能够显示领导力,从你的工作中获得的收获可能会导致创建你的梦想职位 - 或者至少它会帮助你建立可转移的经验,在申请招聘营销职位时可以给你一个优势另一个组织。
Delaney Rader是Vanguard的招聘营销专家,她负责管理招聘博客,定义战略,采购和创建精彩内容。Delaney在加入Vanguard之前出席了亚利桑那大学。在亚利桑那大学期间,Delaney曾担任校园娱乐部的营销助理,同时还在Vanguard的雇主品牌和招聘营销团队实习。
德莱尼的重要提示:
提示#1 - 您可能隐藏了招聘营销经验
考虑到她在Vanguard之前的日子,Delaney意识到她在成为招聘营销人员之前拥有招聘营销经验。
“在大学期间,我是商业联盟的一员,”Delaney解释道。“我帮助制作和发行传单,每年招聘新成员。我会鼓励任何想要在招聘营销中开始职业生涯的人去思考他们是否有经验可以为自己打开一扇门。“
提示#2 - 与团队见面并挑选他们的大脑
“如果你为一个拥有完整的招聘营销团队的组织工作,或者甚至是一个管理招聘营销的人,看看你是否可以与他们见面,提出问题并开始学习。把自己放在他们的雷达上,让他们知道你对他们在做什么感兴趣。激情有很长的路要走,他们可能会想你下一次开放!“
提示#3 - 发展你的技能,让你的脚在你身上
Delaney指出:“招聘营销人员需要的一些关键技能可以通过很多方式进行开发。“考虑如何提高你的沟通技巧,以及如何获得任何营销经验。如果你属于一个俱乐部或团队,你可以为他们管理社交饲料吗?你能帮助网站或自愿组织一个活动吗?这些都是非常棒的技能和丰富的经验,可以帮助您逐渐成长为理想的招聘营销人选。“
Ted Nehrbas是汤森路透的人才品牌营销专家。在他目前的职位上,特德执行了一系列战略,以吸引汤森路透品牌的人才,包括管理公司所有关注职业的社交媒体账户。在Thomson Reuters工作之前,Ted曾是SmashFly的招聘营销专家。他第一次真正进入招聘营销是在2015 年,一家名为Happie的创业公司成为招聘营销实习生。
特德的重要提示:
提示#1 - 招聘人员也可以成为招聘营销人员
有很多职业路径可以导致招聘营销。实践招聘经验也是非常好的。
“在Happie实习期间,我花时间积极招聘,”Ted解释道。“这种招聘经验为我后来的招聘营销职位提供了一些最有价值的见解。我学会了候选人如何思考,他们的痛点是什么以及如何在我的组织中出售它们。这些都是我今天工作的所有领域。“
提示#2 - 继续发展自己的品牌和社交媒体
“接受Twitter,LinkedIn和Instagram,并开始积极主动,”Ted建议道。“你从0到300名追随者获得的技能与你在社交媒体营销中用于招聘的技能类型相同。
“我也建议你逐渐熟悉,如免费工具Canva [图形设计],Crowdfire [社会战略],和股票照片网站,如Picjumbo和Stockvault。这些工具将帮助您制作内容营销资产,如博客和社交帖子,这些对于招聘营销策略来说越来越有价值。内容营销吸引候选人并传达他们为什么应考虑加入贵公司。“
提示#3 - 在申请工作时记住自己的候选人经历
“考虑激起你对公司兴趣的第一件事。注意那些让你对应用程序感到恼火的东西。如果你开始有意识地考虑自己的候选人经历,那么你会想出很多伟大的想法,你可以用它们来面试或为招聘营销角色定位。“
底线是有很多方法可以获得经验并成为招聘营销人员!来自任何专业或学术背景的人都可以在招聘营销方面有出色表现,如果他们花时间在社交媒体和内容营销方面发展相关技能,与业内人士建立联系并寻找导师,并发展他们的个人品牌。
最后,感谢所有受访者的时间和提示!我们希望这种洞察力对您有所帮助,我们很高兴您正在考虑成为一名招聘营销人员。这是一个令人兴奋的新职业,我们拥有的人才越多,我们就越能够向前发展并积极影响人才招聘行业!
以上有AI自动翻译。HRTechChina倾情呈现。
Interested in Recruitment Marketing and Employer Branding, but not sure how to drive your career in that direction? Look no further! We interviewed three professionals who have successfully created bright Recruitment Marketing careers to find out how they landed their first gig and how you can too.
Here are our interviewees and each of their top three tips to become a Recruitment Marketer:
Lane Sutton is a RallyRM Mentor and a Recruitment Marketing superstar. Lane discovered Recruitment Marketing at Sprinklr in 2015. Today, Lane supports Recruitment Marketing initiatives for Disney while finishing his degree. Lane works on content planning, strategy, as well as talent market research. Lane’s also a sought-after and highly regarded speaker, who has shared his insights at numerous Marketing and Talent Acquisition conferences.
Tip #1 – Marketers, jump right in!
Lane’s career initially started out in Marketing. His first internship was with HubSpot, where Lane boosted his social savvy. At Sprinklr, the team was keen to have Lane apply his social media marketing skills to their recruitment needs.
“I was hesitant about this at first,” admits Lane. “I didn’t know a thing about HR. However, I decided to jump in and caught on really quickly. Recruitment Marketing is basically all about applying the marketing tactics and strategies you already know to candidates instead of customers. If you come from a Marketing background, the transition isn’t hard.”
Tip #2 – Start networking
“Reach out to people already working in the space,” advises Lane. “Many will be willing to speak with you about their role, their career journey and the company they work for. You’ll get valuable info and build your network so people can start to think about you for future opportunities on their teams.”
One way to make a Recruitment Marketing connection and gain some insider intel is to apply to the RallyRM Mentor Program. The free program matches people who want to develop their Recruitment Marketing skills with mentors like Lane, who help others to grow their careers and confidently lead new strategies.
Tip #3 – Weave Recruitment Marketing work into your current role
“There are more and more entry level Recruitment Marketing jobs becoming available,” Lane says. “If your company doesn’t have someone doing Recruitment Marketing yet, this is your opportunity! Start taking on projects to build a case for developing a role like this at your organization.
“For instance, if you’re a Recruiter or Recruitment Coordinator, you could ask your manager if you could try addressing and improving a particular candidate experience issue. If you’re in Marketing, you could connect with Talent Acquisition to see if you can help them improve their Careers content strategy.”
Lane says being able to show leadership the takeaways from your work could lead to the creation of your dream role – or at the very least it will help you to build up transferable experience that can give you an advantage when applying for a Recruitment Marketing role at another organization.
Delaney Rader is a Recruitment Marketing Specialist at Vanguard, where she manages the Careers blog by defining strategy, and sourcing and creating great content. Delaney attended the University of Arizona before joining Vanguard. During her time at the University of Arizona, Delaney worked as a Marketing Assistant for the Campus Recreation Department, while also interning with Vanguard’s Employer Brand & Recruitment Marketing team.
Delaney’s top tips:
Tip #1 – You might have hidden Recruitment Marketing experience
Reflecting back on her pre-Vanguard days, Delaney realizes that she had Recruitment Marketing experience before becoming a Recruitment Marketer.
“During college, I was part of a business fraternity,” explains Delaney. “I helped create and distribute flyers to recruit new members every year. I would encourage anyone who’s looking to start a career in Recruitment Marketing to think if they might have experience they could leverage to open a door for themselves.”
Tip #2 – Meet the team and pick their brains
“If you work for an organization that has a full Recruitment Marketing team or even one person who manages Recruitment Marketing, see if you can meet with them to ask questions and start learning. Put yourself on their radar so they know you’re interested in what they’re doing. Passion goes a long way, and they may think of you for their next opening!”
Tip #3 – Develop your skills and get your feet wet where you are
“Some of the key skills Recruitment Marketers need can be developed in a ton of ways,” points out Delaney. “Consider how you can improve your communication skills, as well as how you can gain any marketing experience. If you belong to a club or team, could you manage a social feed for them? Could you help with the website or volunteer to organize an event? These are all great skills and solid experience that can add up to help you evolve into an ideal Recruitment Marketing candidate over time.”
Ted Nehrbas is a Talent Brand Marketing Specialist with Thomson Reuters. In his current role, Ted executes on a range of strategies to attract talent to the Thomson Reuters brand, including managing all of the company’s careers-focused social media accounts. Prior to working at Thomson Reuters, Ted was a Recruitment Marketing Specialist with SmashFly. His first real foray into Recruitment Marketing was with a startup called Happie as a Recruitment Marketing Intern in 2015.
Ted’s top tips:
Tip #1 – Recruiters can also become Recruitment Marketers
There are many career paths that can lead to Recruitment Marketing. Hands-on recruiting experience is also excellent to have.
“During my internship at Happie, I spent time actively recruiting,” explains Ted. “That recruitment experience provided some of the most valuable insights for my later Recruitment Marketing roles. I learned how candidates think, what their pain points are, and how to sell them on my organization. These are all areas that inform my work today too.”
Tip #2 – Grow your own brand and social media following
“Get on Twitter, LinkedIn and Instagram, and start being active,” suggests Ted. “The skills you learn that take you from 0 to 300 followers are the same types of skills you’ll use in social media marketing for recruitment purposes.
“I’d also recommend getting familiar with free tools like Canva [for graphic design], Crowdfire [for social strategy], and stock photo sites like Picjumbo and Stockvault. These tools will help you produce content marketing assets, like blogs and social posts, which are becoming increasingly valuable for Recruitment Marketing strategy. Content marketing attracts candidates and communicates why they should consider joining your company.”
Tip #3 – Remember your own candidate experience when applying for jobs
“Consider the first thing that piqued your interest about a company. Note the things that irritated you about the application. If you start to consciously consider your own candidate experience, you’ll come up with tons of great ideas that you can use to get ahead when interviewing or positioning yourself for Recruitment Marketing roles.”
The bottom line is that there are many ways to gain experience and become a Recruitment Marketer! People from just about any professional or academic background can be great in Recruitment Marketing if they dedicate time to developing relevant skills in social media and content marketing, networking with people in the industry and finding a mentor, and developing their personal brand.
Lastly, thanks to all of our interviewees for their time and tips! We hope the insight is helpful and we’re excited that you’re considering becoming a Recruitment Marketer. This is an exciting new profession and the more amazing talent we have, the more we can Rally forward and positively impact the Talent Acquisition industry!