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NewslettersFortune CHRO

How companies can use generative AI to hire and promote employees based on skills match

By
Paige McGlauflin
Paige McGlauflin
and
Joey Abrams
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October 30, 2023, 8:35 AM ET
Vector of a robot being involved in search and recruitmet of a job candidate.
Transitioning to a skill-based organization will require the use of AI.Feodora Chiosea—Getty Images

Good morning!

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As technology transforms the nature of work, organizations are shifting from traditional assessment methods, like education or work experience, and evaluating talent based on skills and potential—and they’re using generative AI to do so.

“I am now convinced, in a way that I wasn’t maybe even a year-and-a-half ago, that you cannot do this without an HR, AI-powered skills intelligence system,” Sarah Tilley, ServiceNow’s senior vice president of talent acquisition and development, said during a panel at Charter’s Workplace Summit last week. “Otherwise, it’s just going to continue to be out of reach. It’s going to be manual.”

The benefit of investing in AI for skills development is threefold. For employees, AI can recommend relevant training, mentorship, and other opportunities based on the skills an employee has and needs to develop. 

For managers, AI can help them better optimize their team’s performance and engagement, identify training for employees, and hire for relevant skills needed to perform a role. As for companies, building a wealth of data about their workforce can help organizations find gaps and spot trends in their talent management strategy.

“Organizations are finally going to be able to build a data-driven talent management strategy…that ensures that HR investments are really maximized,” says Tilley. “That’s the bulk of the investment for almost any organization: 50% to 70% of the total costs. It’s really ensuring that you’ve got the ability to quantify all of that and close the gaps.”

ServiceNow introduced its own AI skills solution for clients in May, following its acquisition of AI-powered skills platform Hitch in 2022. The company has identified 13,000 skills across 175 job families, Tilley says, and is mapping 1,200 skills to categories such as experience, language, and critical thinking.

“Every company has a tremendous amount of data, and employees have a tremendous amount of data on their skills. How do we make it easy for them to access that?” says Tilley. 

Paige McGlauflin
paige.mcglauflin@fortune.com
@paidion

Reporter's Notebook

The most compelling data, quotes, and insights from the field.

People are changing careers more frequently than ever, and AI and other technology will likely speed up this trend. Career transitions, at any stage, are difficult, says Herminia Ibarra, a professor of organizational behavior at London Business School. One reason is the loss of professional identity that comes with finding a new job.

Around the Table

A round-up of the most important HR headlines.

- Most employers agree that automating the recruiting process has had a positive impact on their organization, noting that it increased efficiency and reduced bias. Indeed

- Australia's latest unicorn is an HR platform that digitizes payroll, onboarding, and other processes while also letting employees request up to half of their monthly salaries in advance. The company recently announced it raised more than $166 million in new funding. Forbes

- The United Auto Workers union reached a tentative agreement to end its six-week strike with Stellantis on Saturday, leaving General Motors as the last automaker yet to reach a contract with the union. CNBC

- Almost one-third of workers covered by employee health insurance plans have significant medical debt, reports a study from The Commonwealth Fund. Quartz

Watercooler

Everything you need to know from Fortune.

Degree drop. Cisco’s U.K. and Ireland CEO thinks skills and attitude are more or equally as important as a degree. He encourages young people to skip university for apprenticeships and experience. —Orianna Rosa Royle

Closing the tab. The CEO of tech company Expensify opened an upscale lounge at his company’s San Francisco highrise to test if employees would voluntarily return to the office. After six months without success, he now believes return-to-office employers are fighting a useless battle. —Steve Mollman

New RTO smell. A boost in Unilever’s Q3 deodorant sales was at least partly led by a wave of workers returning to the office, the consumer goods giant said last week. —Prarthana Prakash

This is the web version of CHRO Daily, a newsletter focusing on helping HR executives navigate the needs of the workplace. Sign up to get it delivered free to your inbox.

About the Authors
By Paige McGlauflin
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Joey Abrams
By Joey AbramsAssociate Production Editor

Joey Abrams is the associate production editor at Fortune.

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