How to Read the Jobs Report: Payrolls, Unemployment and Revisions
The monthly jobs report is one of the most market-moving releases in the US calendar. This guide explains the two surveys behind it, what payrolls, the unemployment rate, participation and wages each measure, why the numbers get revised, and which other labor data help fill in the picture.
On the first Friday of most months, at 8:30 a.m. Eastern time, the Bureau of Labor Statistics releases The Employment Situation, better known as the jobs report. Within seconds, Treasury yields, stock futures and the dollar react. The report matters because employment drives income, income drives spending, and maximum employment is half of the Federal Reserve's mandate. It is also easy to misread.
Two surveys, two pictures
The report combines two separate surveys that measure different things.
The establishment survey (Current Employment Statistics) asks a large sample of businesses and government agencies how many people are on their payrolls. It produces:
- Nonfarm payrolls: the change in the number of jobs, the headline figure.
- Average hourly earnings and average weekly hours.
- Job changes by industry: health care, construction, manufacturing, retail, government and so on.
The household survey (Current Population Survey), run with the Census Bureau, interviews roughly 60,000 households about the work status of their members. It produces:
- The unemployment rate.
- The labor force participation rate and employment-population ratio.
- Breakdowns by age, sex, race, education and duration of unemployment.
| Establishment survey | Household survey | |
|---|---|---|
| Who is asked | Employers | Households |
| What it counts | Jobs | People |
| A person with two jobs | Counted twice | Counted once |
| Self-employed and farm workers | Not included | Included |
| Key outputs | Payrolls, wages, hours | Unemployment rate, participation |
| Monthly noise | Lower | Higher (smaller sample) |
Because they measure different things, the two can briefly point in different directions. Over longer periods they tend to tell a similar story.
The headline numbers
Nonfarm payrolls
The monthly change in jobs is the number most headlines lead with. Context matters: the level of job growth needed to keep unemployment steady depends on population growth and immigration, so a figure that looks weak in one era can be adequate in another. Comparing the three-month average with the single month helps filter out noise from weather, strikes and seasonal quirks.
The unemployment rate
The official rate (called U-3) counts people who have no job, are available to work and actively looked in the past four weeks, as a share of the labor force (people working plus people looking). People who are not looking, such as retirees, students and those who have given up, are outside the labor force and not counted as unemployed.
That definition explains a common puzzle: the unemployment rate can fall because people stop looking, not because they find jobs. That is why participation matters.
Participation and the employment-population ratio
The labor force participation rate is the share of the population aged 16 and over that is working or looking. It is shaped heavily by demographics, including the aging of the baby boom generation. Many economists prefer the prime-age (25 to 54) employment-population ratio, which strips out much of the retirement effect and gives a cleaner read on labor market strength.
Wages and hours
Average hourly earnings show wage growth, which the Fed watches for inflation pressure. The figure can be distorted by composition effects: if many low-wage workers lose jobs, the average rises even though no one got a raise. Average weekly hours are a subtle early signal, because employers often cut hours before cutting staff.
Broader unemployment: U-6
The BLS publishes six measures of labor underutilization. U-6 adds people working part time for economic reasons and those marginally attached to the labor force. It gives a fuller sense of slack than the headline rate.
Revisions: the first number is not the last
Payroll estimates are revised twice in the following two monthly reports as more employers respond. Once a year, the BLS benchmarks the payroll series to comprehensive unemployment insurance tax records, which can shift the job count for the previous year noticeably. A preliminary estimate of that benchmark revision is published ahead of the final one.
Revisions are a normal part of the process, not a sign that the data are unreliable. They do mean that a single month's surprise should be weighed with caution, and that the revised trend is often more informative than the first print.
Other labor indicators
The jobs report is one piece. Others help fill in the picture:
- Weekly initial jobless claims (Department of Labor, Thursdays): the most timely indicator of layoffs.
- Job Openings and Labor Turnover Survey (JOLTS): openings, hires, quits and layoffs. A high quits rate suggests workers feel confident they can find better jobs.
- Employment Cost Index (quarterly): a broader measure of wages and benefits that adjusts for changes in job mix.
- Private payroll estimates from payroll processors, published before the official report; they use different methods and do not always line up with the BLS figures.
Seasonal adjustment and one-off distortions
Hiring follows a strong calendar: retailers add workers before the holidays and shed them in January, construction slows in winter, and schools hire and release staff around the academic year. The headline figures are seasonally adjusted to remove these predictable patterns, so a reported gain reflects hiring above or below what normally happens that month.
Adjustment cannot remove everything. Unusual weather, hurricanes, large strikes and the timing of the survey week relative to holidays can all push a month's number up or down. The BLS often notes such effects in the release text, and the following month's report frequently partly reverses them. When a number looks surprising, the explanatory notes at the start of the release are the first place to check.
How markets read it
Market reactions depend on context. When inflation is the main concern, a very strong report can push Treasury yields up and stocks down, because it raises the odds of tighter Fed policy. When recession is the main concern, the same strong report can lift stocks. A weak report can do either. This is why the same number can produce opposite reactions in different years.
A reading routine
- Note headline payrolls, the three-month average and revisions to the prior two months.
- Check the unemployment rate alongside participation and the prime-age employment ratio.
- Look at average hourly earnings year over year and average weekly hours.
- Scan which industries added or lost jobs.
- Compare with jobless claims and the latest JOLTS release.
Treat one month as a data point and three to six months as a trend. The labor market rarely turns in a single report, and the people who read it well usually wait for confirmation.
This article is for education only and is not investment advice.
Frequently asked questions
When is the jobs report released?
The Bureau of Labor Statistics publishes the Employment Situation report at 8:30 a.m. Eastern time, usually on the first Friday of the month, covering the previous month. The exact schedule is posted in advance on the BLS website and occasionally shifts because of holidays or other disruptions.
Why can payrolls rise while the unemployment rate also rises?
The two figures come from different surveys. Payrolls come from a survey of employers, while the unemployment rate comes from a survey of households. If more people start looking for work than find it, the labor force grows faster than employment and the unemployment rate can rise even while businesses add jobs.
What is the difference between U-3 and U-6 unemployment?
U-3 is the official unemployment rate: people without a job who are available and actively looked for work in the past four weeks, as a share of the labor force. U-6 is broader, adding people working part time who want full-time work and people who want a job but have stopped looking. U-6 is always higher and gives a fuller sense of slack.
