January Jobs Report Preview: Measured Start to 2023

Daniel Zhao
Chief Economist at Glassdoor | Feb 2, 2023
This Friday, the Bureau of Labor Statistics (BLS) will release the January jobs report. In the first report for 2023, the labor market is expected to get off to a measured start, holding itself in check as it paces for a soft landing. The labor market finished up the 2022 lap stronger than expected, with robust job gains but cooling wage gains and inflation. And despite another round of tech layoffs in January, the job market appears to be holding up, cooling only gradually.
Here are three trends we'll be watching for in the January jobs report:
- Jobs growth to decline slightly. Job gains slowed to 223,000 in December, the fifth straight month of deceleration. Job gains will likely near 200,000 in January as the slowing economy cools the labor market.
- Unemployment rate flat. The unemployment rate ended 2022 at 3.5 percent, returning to the pre-pandemic low. The unemployment rate is likely to remain flat as the labor market remains robust, but given how low unemployment is, we may see oscillations where the rate ticks up slightly.
- Wage growth to slow to 4.3 percent. Average hourly earnings growth decelerated to 4.6 percent year-over-year in December and wage growth is likely to continue moderating as the labor market cools gradually.
Employee Concerns about Layoffs are Surging
With another round of layoffs announced in January from major tech firms like Microsoft and Alphabet, employees are growing increasingly concerned about the risk of layoffs. Mentions of layoffs in Glassdoor reviews are up 11 percent month-over-month in January 2023. This is also a 149 percent increase year-over-year and the highest level since July 2020. In tech specifically, discussions of layoffs are up 21 percent month-over-month and 452 percent year-over-year, putting them at a higher level than at the peak of the pandemic.
Unsurprisingly, discussions of layoffs are overwhelmingly negative, with 82 percent of mentions occurring in the cons section of reviews. Interestingly, this is slightly better than pre-pandemic (86 percent in January 2020) but also worse than in April 2020 (63 percent) when employees were more forgiving of companies that were forced to lay off workers by the onset of the pandemic.
Similarly, discussions of layoffs on Fishbowl by Glassdoor, a social network for professionals, continue to rise, up 50 percent month-over-month in January 2023. This is the highest level since June 2020, when we were still coming off the wave of layoffs at the start of COVID. Notably, discussions of inflation and recession have cooled since mid-2022 as gas prices have fallen.
Benchmark Revisions Expected to Boost Payroll Estimate
In this month’s jobs report, the Bureau of Labor Statistics will release its benchmark revisions for March 2021 payroll employment. The preliminary benchmark released last August estimated an upward revision of 462,000, meaning jobs growth was likely more robust between March 2020 and March 2021 than originally thought.
The revisions will also vary by industry, with payroll employment in retail trade expected to be revised down significantly (-323,300 jobs) and professional & business services (+270,000), leisure & hospitality (+140,000) and transportation & warehousing (+151,600) are expected to be revised up substantially.
If payrolls in March are revised upward by the estimated 462,000, that would likely pull forward the date that we returned to pre-pandemic payroll employment levels to early 2022 instead of August 2022. While this would signal a healthier recovery early on, unfortunately, the benchmark revisions won’t tell us much about the trajectory of the labor market in the second half of 2022, when recession concerns came to the fore.
Conclusion
The labor market is expected to get off to a modest start in the new year, gearing down from the strong 2022 job market. Despite headlines about layoffs, jobs data has been surprisingly robust so far, and simultaneously, inflation has cooled. As long as the labor market remains resilient with low unemployment and positive job gains, a soft landing cannot be ruled out.
Methodology
To analyze employee discussion topics, we looked at two datasets: employee reviews on Glassdoor and comments & posts on Fishbowl by Glassdoor. For employee reviews, we looked only at reviews from U.S. full-time and part-time employees. For Fishbowl comments/posts, we looked at only U.S.-based users.
We counted the prevalence of keywords including “layoff”, “recession” and “inflation”, and their related terms. For example, for “layoff”, we also counted “laid off” or “fired”. January 2023 data is current through January 22.

Daniel Zhao
Daniel Zhao is Chief Economist at Glassdoor. On Glassdoor's Economic Research team, he has conducted research using Glassdoor's unique data on a variety of topics affecting job seekers and employers ranging from the health of the job market to pay transparency to employee engagement & retention. His work has been cited in publications like the New York Times, the Harvard Business Review and more. Prior to joining the Economic Research team, he also worked on improving the user experience for Glassdoor’s consumer jobs product and mobile app. He holds a bachelor's degree in applied mathematics and economics from Harvard College.
Tags:Labor MarketUnemployment






