#Open journalism No news is bad news

Your contributions will help us continue to deliver the stories that are important to you

Support The Journal
Dublin: 10°C Monday 21 June 2021

Algorithm predicts how long workers will stay at a job

Certain factors – even the number of social media accounts you have – can indicate whether you will be likely to stay on in a particular workplace.

Pastures new: can it be safely predicted what employees will fit in, or not, at a particular company?
Pastures new: can it be safely predicted what employees will fit in, or not, at a particular company?
Image: Helder Almeida via Shutterstock

REST ASSURED, RECRUITMENT managers — you can now identify candidates prone to job hopping.

Evolv — a data provider — has come up with a formula that predicts how long a candidate will likely stay with a specific company.

The algorithm is based on employment history, performance data and social media usage combined with certain econometrics such as gas prices and nationwide unemployment rates.

“These models will predict your likelihood of separating from your employer based on everything we know about you and the position,” Michael Housman, managing director of analytics at Evolv, told Christina Farr at VentureBeat.

Farr said that there are two reasons why people leave their jobs — it doesn’t fit their skills-set or it’s not the right cultural fit.

With the adequate data, Evolv said it can place people in jobs where they’ll likely stay the longest.

Here’s what the research has concluded so far:

  • An individual employee’s success is directly affected by their manager’s performance.
  • High performance are those with exactly two social media accounts — any more or less will make employees “less likely to succeed.”
  • The most loyal employees are those with personality traits like reliability and curiosity.

Evolv is currently collaborating with The Wharton School of the University of Pennsylvania for further research on employee retention.

- Vivian Giang

Published with permission from:

Business Insider
Business Insider is a business site with strong financial, media and tech focus.

Read next: