FEATURED POST

August 12, 2025

New hires, old pay 

In recent months, pay has grown at a relatively steady pace for both job-stayers and job-changers for the past several months. But this data tracks only two subsets of the working population. If we zoom out to get a bigger picture, we see that pay for new hires—that big group of people who are brand new to a particular employer—has been stagnant for more than a year. When it comes to pay, new hires are in a rut.
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July 18, 2025

You’ve graduated. Now what?

by Sam Adieze

As college graduation parties wind down, new degree-holders are embarking on their next path: deciding where to work. A competitive salary in a bustling metropolitan hub might be tempting. But as we wrote last year, the true value of a paycheck depends on more than just the number on an offer letter. And before you can spend those dollars, you need to land the job. 
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July 19, 2024

Finding a job has gotten harder, especially for jobs that require a bachelor’s degree

by Ben Hanowell

It’s getting more difficult for workers with college degrees to land a job that aligns with their education.
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Radar plot comparing four metros on wages, affordability, and hiring rate
Radar plot comparing four metros on wages, affordability, and hiring rate

June 24, 2024

You’ve graduated. Now what?

by Sam AdiezeBen Hanowell

When it comes to the combination of recent graduate wages, hiring, and affordability, we found big differences between metro areas. The highest-ranking metros might surprise you.
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It’s almost summer! Who’s hiring and who’s paying? Data Lab digs into the state of young workers this season.
It’s almost summer! Who’s hiring and who’s paying? Data Lab digs into the state of young workers this season.

June 12, 2024

Lazy days? Not this summer

by Liv Wang

Lazy days? Not for young workers this summer. Hiring is up and pay is strong. To celebrate the season, here are some new numbers from Data Lab.
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A line chart showing that the HR staffing ratio rose between 2018 and April 2023
A line chart showing that the HR staffing ratio rose between 2018 and April 2023

August 9, 2023

HR: How much is too much — or too little?

by Jeff Nezaj

We wondered whether HR offices were growing or shrinking, and whether beefed-up HR staffing has an effect on employee turnover. To find out, we use ADP data to look at HR staffing levels going back to 2018.
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