Macro & events

Nonfarm payrolls

Nonfarm payrolls is a monthly US estimate of paid jobs at nonfarm employers, commonly discussed as the change in employment from the previous month.

What it means

The monthly payroll figure tracks changes in US employment across most nonfarm businesses and government agencies. It comes from the Bureau of Labor Statistics (BLS) establishment survey. The headline number usually means the change in total nonfarm payroll employment from one month to the next, rather than the total number of jobs.

The measure counts jobs, not individual workers: someone with two qualifying payroll jobs can be counted twice. It excludes farm workers, private household employees, self-employed people and unpaid family workers. The broader monthly employment report also contains measures such as the unemployment rate, but that rate comes from a separate household survey. The two surveys can therefore tell different stories without either figure being a calculation error.

How it is calculated

The BLS estimates payroll employment from employer records, with adjustments for factors including seasonal patterns and businesses entering or leaving the survey population. The commonly cited monthly change can be expressed as:

Monthly payroll change (jobs) = current month's seasonally adjusted payroll employment (jobs) − previous month's seasonally adjusted payroll employment (jobs)

  • Current month's seasonally adjusted payroll employment is the estimated number of qualifying jobs in the reported month, after seasonal adjustment.
  • Previous month's seasonally adjusted payroll employment is the comparable estimate for the preceding month. Previously reported estimates can be revised.
  • Monthly payroll change is measured in jobs; a positive number indicates more estimated payroll jobs than in the preceding month, and a negative number indicates fewer.

Seasonal adjustment aims to remove recurring calendar effects, making month-to-month comparisons more meaningful. It does not remove all uncertainty from the estimate.

Worked example

Suppose, hypothetically, the seasonally adjusted estimate is 160,000,000 jobs for one month and 160,200,000 jobs for the next.

  1. Start with the newer estimate: 160,200,000 jobs.
  2. Subtract the earlier estimate: 160,200,000 − 160,000,000.
  3. The reported monthly change is +200,000 jobs.

Now suppose the earlier month is later revised to 160,050,000 jobs while the newer estimate remains 160,200,000. Using those figures, the change becomes +150,000 jobs. The difference illustrates why a headline may change after its initial release. These numbers are hypothetical, not an actual payroll report.

Why it matters before you trade

Payroll releases can change expectations about economic growth, inflation and interest rates. When new figures differ from market expectations, stock prices and trading conditions may move quickly. The direction or size of any reaction is not fixed: investors may weigh payroll growth alongside wage data, unemployment, revisions and other information.

Before placing an order around a scheduled release, a pre-trade check can consider event risk as well as normal execution conditions. A quoted bid-ask spread may widen, available liquidity may change, and a market order may fill at a price different from the last price observed. A limit order sets a price boundary but may not fill. These are possibilities, not a forecast for a particular release or stock.

How PreTrAIde uses it

PreTrAIde's stated data inputs include end-of-day market data, recent news per ticker and analyst ratings; they do not specify a dedicated nonfarm-payrolls input or a payroll-release rule. Its Pre-trade analysis evaluates a user-built stock basket before an order is placed, including estimated spread, participation in daily volume, market impact and volatility. These estimates can inform a check of execution conditions, but they should not be read as a prediction of how stocks will react to payroll news.

PreTrAIde returns a GO, NO-GO or MODIFY verdict with reasoning. That verdict is decision support, not a recommendation; the user places any trade through their own broker.

Common mistakes

  • Confusing jobs with people. Payroll employment can count multiple qualifying jobs held by one person.
  • Treating the headline as the whole report. Wage figures, the unemployment rate and revisions provide different context.
  • Ignoring revisions and seasonal adjustment. The first estimate is not necessarily the final one, and raw monthly counts are not directly comparable with seasonally adjusted changes.
  • Assuming a predictable stock-market reaction. A positive or negative payroll change alone does not determine how a stock, sector or index will move.

Frequently asked questions

When is the nonfarm payrolls report released?

The BLS publishes it monthly, generally on the first Friday of the month at 8:30 a.m. Eastern Time. Check the official release calendar because the schedule can vary.

Does nonfarm payrolls include government jobs?

Yes. Total nonfarm payroll employment includes government payroll jobs as well as jobs at most private nonfarm employers.

Is nonfarm payrolls the same as the unemployment rate?

No. Payroll employment is estimated from an employer survey and counts qualifying jobs; the unemployment rate comes from a household survey and measures the share of the labor force that is unemployed.

Related terms

Economic calendar Economic calendar is a schedule of upcoming economic data releases and policy events, showing when information that may affect financial markets is expected. Event risk Event risk is the possibility that a specific announcement or occurrence causes an abrupt change in a stock’s price, liquidity or trading conditions. Interest rates and stocks Interest rates and stocks are linked through borrowing costs, the discount rates used to value future cash flows, and economic conditions, but a rate change does not determine a stock’s price. FOMC meeting FOMC meeting is a gathering of the Federal Reserve’s monetary policy committee to assess economic conditions and decide on US monetary policy, including the target range for the federal funds rate. Volatility Volatility is a measure of how widely an asset’s returns vary over a specified period, usually expressed as the standard deviation of returns. Pre-trade analysis Pre-trade analysis is the assessment of a proposed stock order or basket before placement, estimating execution costs, liquidity and risk to inform the investor’s decision and execution approach.

Macro & events

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Educational content, not investment advice. PreTrAIde is analysis software, not a broker: it never executes orders, and its verdicts are decision support, not recommendations to buy or sell.