This article has been reviewed according to Science X's editorial process and policies. Editors have highlighted the following attributes while ensuring the content's credibility:


reputable news agency


Japanese AI tool predicts when recruits will quit jobs

Credit: Pixabay/CC0 Public Domain

Bosses worried about turnover or wondering how long a new hire will stick around can now turn to AI for a heads-up on who might be next out the door.

The artificial intelligence was developed by Japanese researchers to try and help managers provide targeted support to staff to stop them from quitting.

It crunches data on at a company, from their attendance record to such as age and gender, and was created by Tokyo City University professor Naruhiko Shiratori with a start-up based in the Japanese capital.

The tool also analyzes data on employees who left the company or took a leave of absence, to create a turnover model for each firm.

Then when fed data on new recruits, it predicts who is at risk of quitting "in percentage points," Shiratori, a media education expert, told AFP on Friday.

"We are currently testing the AI tool with several companies, creating a model for each one."

Bosses could use the results to "suggest to the high-risk employee—without showing a raw figure, which could be shocking to him or her—that the company is ready to offer support, because AI suggested they may be facing difficulties," Shiratori said.

To create the tool, the researchers built on a previous study using AI to predict the characteristics of university students likely to drop out.

Now they are planning an upgrade so that the AI tool can suggest suitable assignments for new employees by analyzing information from , as well as their characteristics and personal histories.

Japanese businesses traditionally all hire graduates at the same time each year, but about one in 10 recruits fresh from college quit their jobs within a year, government data shows.

Around 30 percent leave their company within three years, according to the labor ministry.

© 2024 AFP

Citation: Japanese AI tool predicts when recruits will quit jobs (2024, April 19) retrieved 23 May 2024 from
This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no part may be reproduced without the written permission. The content is provided for information purposes only.

Explore further

Post mergers and acquisitions, will employees leave or stay? Researchers say 'just ask AI'


Feedback to editors