How to read the jobs report: payrolls, unemployment and wages explained

To read a jobs report, start with three numbers in the Bureau of Labor Statistics’ monthly Employment Situation release: the change in nonfarm payrolls, the unemployment rate and the change in average hourly earnings. Then check the revisions to earlier months and the margin of error before deciding whether a single month signals a real shift in the labor market.

The report is one of the most closely watched economic releases in the United States because it arrives early, covers the whole economy and feeds directly into expectations for interest rates. It is also noisier than its headline suggests. The sections below explain what each figure measures, where it comes from and how much weight it can bear.

What is the jobs report?

The jobs report is the common name for the Employment Situation, published by the Bureau of Labor Statistics (BLS), part of the Labor Department. It combines two separate surveys that answer different questions.

• The household survey, formally the Current Population Survey, is conducted by the Census Bureau for BLS and covers about 60,000 eligible households. It produces the unemployment rate, labor force participation and demographic detail. Its figures appear in the report’s “A” tables.
• The establishment survey, formally the Current Employment Statistics survey, draws on the payroll records of about 119,000 businesses and government agencies representing roughly 622,000 worksites, or about 26 percent of all nonfarm payroll jobs. It produces nonfarm payrolls, hours and earnings by industry. Its figures appear in the “B” tables.

Both surveys refer to a specific point in the month: the household survey generally covers the calendar week containing the 12th, and the establishment survey covers the pay period that includes the 12th. Because the two surveys use different samples and definitions, they can tell different stories in the same month. The household survey counts people, including the self-employed and farm workers; the establishment survey counts jobs, so a person with two jobs on two payrolls is counted twice.

When is the next jobs report, and how often is it released?

The report is released monthly at 8:30 a.m. Eastern time, typically on a Friday early in the following month. The BLS schedule lists these upcoming dates:

• October 2026 data: Friday, November 6, 2026
• November 2026 data: Friday, December 4, 2026
• December 2026 data: Friday, January 8, 2027
• January 2027 data: Friday, February 5, 2027
• February 2027 data: Friday, March 5, 2027
• March 2027 data: Friday, April 2, 2027

What are nonfarm payrolls, and how reliable is the monthly number?

Nonfarm payrolls are the estimated net change in the number of paid jobs outside agriculture, drawn from the establishment survey. This is the headline figure most coverage leads with. The industry breakdown underneath it, such as health care, construction, manufacturing or government, often matters more than the total because it shows where hiring is concentrated.

The monthly change carries a wide margin of error. BLS says the 90 percent confidence interval for the monthly change in total nonfarm employment is on the order of plus or minus 122,000. In its own example, a reported gain of 50,000 would have a range of minus 72,000 to plus 172,000, so the agency could not say with confidence that employment had risen at all. Readers should treat small monthly moves as statistically indistinguishable from zero and focus on three-month or 12-month averages.

Payroll numbers are also revised. The two prior months are revised in every report as late survey responses arrive and seasonal factors are recalculated; BLS considers a monthly estimate final only after two revisions. Once a year, the survey is benchmarked to unemployment insurance tax records. BLS says the average absolute benchmark revision to total nonfarm employment over the prior 10 years was 0.2 percent, with a range of minus 0.4 percent to plus 0.3 percent.

How is the unemployment rate calculated?

The unemployment rate comes from the household survey. A person counts as unemployed if they had no job during the reference week, were available for work and actively looked for a job at some point in the previous four weeks. Eligibility for unemployment benefits plays no role. The rate is the number of unemployed people as a share of the labor force, which is everyone employed plus everyone unemployed.

Because the household survey is smaller, its monthly changes are imprecise too. BLS estimates that, at an unemployment rate of around 6 percent, the 90 percent confidence interval for the monthly change in the rate is about plus or minus 0.3 percentage point. A move of one tenth of a point is usually noise.

Two companion measures help explain why the rate moves. The labor force participation rate is the share of the population that is working or looking for work, and the employment-population ratio is the share that is working. If unemployment falls because people stop looking, participation drops as well, which is a weaker signal than a fall driven by hiring. Table A-15 of the report also publishes broader gauges, labeled U-1 through U-6. The widest, U-6, adds discouraged and other marginally attached workers plus people working part time who want full-time work.

What do the wage figures in the jobs report show?

Average hourly earnings for private-sector employees come from the establishment survey and are reported in dollars, as a monthly change and as a 12-month change. A separate series covers production and nonsupervisory employees. The report also gives the average workweek in hours; a shorter workweek can be an early sign that employers are cutting hours before cutting staff.

Wage growth is most useful next to inflation. Comparing the 12-month change in average hourly earnings with the 12-month change in the consumer price index shows whether pay is keeping up with prices. Strong wage growth can also matter to policymakers worried about inflation.

What should you check first when the report comes out?

1. Headline payrolls, compared with the average of recent months rather than with a single prior month.
2. Revisions to the previous two months, which can change the story as much as the new figure.
3. The unemployment rate, alongside participation and the employment-population ratio.
4. Which industries drove the change, and whether gains are broad or concentrated.
5. Average hourly earnings over 12 months, set against CPI inflation, and the average workweek.

Where did the labor market stand before the October 2026 report?

This section reflects data available on November 6, 2026, before the October report’s release. In the September report, published on October 2, BLS said nonfarm payrolls rose by 29,000, after an average monthly gain of 45,000 over the prior 12 months. That gain sits well inside the agency’s margin of error. Revisions cut July to a decline of 10,000, from a previously reported gain of 21,000, and August to 133,000 from 162,000, leaving the two months combined 60,000 lower than first reported.

The unemployment rate was 4.2 percent in September, with 7.1 million people unemployed, and has stayed between 4.1 percent and 4.3 percent since March. Participation was 61.8 percent and the employment-population ratio was 59.2 percent. The broader U-6 measure was 7.6 percent on a seasonally adjusted basis, down from 8.1 percent a year earlier.

Average hourly earnings rose 5 cents, or 0.1 percent, to $37.81 in September and were up 3.0 percent from a year earlier. Consumer prices rose 4.0 percent over the same 12 months, according to FRED data, which means average pay was trailing inflation by about one percentage point. Separate BLS turnover data showed 7.5 million job openings, 5.4 million hires, 3.4 million quits and 1.6 million layoffs and discharges in September.

For markets, the backdrop going into the October release was an effective federal funds rate of 3.88 percent as of November 4, and a 10-year Treasury yield of 4.837 percent and a 5-year Treasury yield of 4.608 percent at the close on November 5. The figures above will be superseded as each new report is published; the method for reading them will not.