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What Does NFP Mean? The Non-Farm Payroll Report, Explained for Traders

By Spencer Li, CFTe · Last updated: 1 October 2026

NFP stands for Non-Farm Payroll. It is the monthly count of how many jobs the US economy added or lost, published by the US Bureau of Labor Statistics (BLS) in a report called the Employment Situation. It counts almost every paid job in the country, government jobs included, and leaves out farm workers, the self-employed and people employed by private households.

The report usually comes out on the first Friday of the month at 8:30am New York time, which is 8:30pm in Singapore for most of the year and 9:30pm from November to mid-March.

For a few seconds after it lands, it is probably the most-watched number in finance. Stocks, bonds, gold and the US dollar can all jump in the same minute, because jobs drive spending, spending drives inflation, and inflation decides what the Federal Reserve does with interest rates.

It took me years to really appreciate that the market barely reacts to the number itself. It reacts to the surprise. That is how far the number lands from what economists expected, and once the idea clicks, most of what happens on NFP night starts to make sense.

What happens when the jobs report does not show up?

The easiest way to show how much the market leans on this one report is to tell you about the month it went missing.

In October 2025, the US government shut down because Congress had not passed its funding. The BLS is a government agency, so it stopped work along with everyone else. The October jobs report never came out. The household survey for that month was never even collected. The BLS has said it will not be collected afterwards either, so America’s job data now has a permanent gap where October 2025 should be.

I talked about this in my weekly outlook at the time, because the market did something quite strange. With no jobs report and very little other data coming out, traders had nothing to argue about, and the market just kept slowly creeping up. It turns out that a market with nothing to argue about is a fairly calm place.

When the delayed November report finally arrived on 16 December, traders suddenly had two months of payroll numbers to digest at once, and the arguments came back right on schedule.

So the NFP matters for two reasons, and only one of them is the data. The other is that the whole market uses it as a shared scoreboard. When the scoreboard disappears, everyone is left trading on guesswork.

Where does the NFP number come from?

The BLS builds the report from two separate surveys. It helps to know which number comes from which, because the two can tell quite different stories in the same month.

The first is the establishment survey, also called the payroll survey. Every month the BLS asks about 119,000 businesses and government agencies, covering roughly 622,000 worksites, how many people they paid in the pay period that includes the 12th of the month. The headline NFP number, the one flashing on every screen at 8:30pm, comes from here.

The second is the household survey, which works more like a small census, asking about 60,000 households who at home is working and who is out of work but still looking. That is where the unemployment rate comes from.

Because one survey asks employers and the other asks families, you can get a month where payrolls look strong while the household survey looks soft, and the debate on financial TV that night is mostly about which survey to believe. The payroll survey gets the headline because its sample is so much bigger, but a household survey that keeps disagreeing month after month is usually worth a closer look.

Both surveys are also seasonally adjusted. The BLS strips out the patterns that repeat every year, like shops hiring extra staff for Christmas and letting them go in January, so that what you see is the underlying trend rather than the calendar.

If you trade around a full-time job, you do not need to follow every survey to use this report. My free trading guides are a better place to start.

What are the five numbers inside the report?

Most people only ever hear the headline. The report actually carries five numbers, and in some months the headline turns out to be the least important of them.

Number	What it measures	A hotter-than-expected reading usually means
Non-farm payrolls	Jobs added or lost against last month	The economy is growing and the US dollar firms
Unemployment rate	Share of the labour force out of work and looking	A falling rate makes rate cuts less likely
Average hourly earnings	Pay per hour across payroll workers	Inflation worry rises, bond yields rise, stocks can fall
Participation rate	Share of adults working or looking for work	More people are coming back into the job market
Average workweek	Hours worked per week	Firms need more hours from the staff they already have

To give you a sense of how big these numbers can get, the largest monthly fall in the history of the data came in April 2020. As the pandemic closed down whole industries, payrolls dropped by 20.5 million in a single month, and the unemployment rate jumped to 14.7%. No month since has fallen anywhere near that far.

Why does the surprise matter more than the number?

If you grew up in Singapore, you already understand this from results day in school. A B is good news if everyone expected you to get a C. It becomes a very different conversation at the dinner table if everyone expected an A. The grade is exactly the same, and the reaction depends entirely on what people expected.

The NFP works the same way. Before every release, economists publish a forecast, usually called the consensus, and you can see it for free on any economic calendar. Here is a made-up example with round numbers.

Say the consensus is 150,000 new jobs, and the report shows 90,000.

That is a miss of 60,000 jobs, or 40% below the forecast, and the market will usually move hard.

Now say that next month the consensus is 150,000 again, and the report shows 160,000. That is a beat of only 10,000, or about 7%, and the market barely blinks, even though 160,000 is a perfectly healthy number for the US economy.

So what you are really trading on NFP night is the gap between the number and the forecast. The number is the grade, the consensus is the expectation, and the price move is the conversation at the dinner table.

Why can good jobs news be bad for stocks?

This is the part that confuses most new traders, and I watched it play out again in June 2026. The jobs report came in good, and the market fell anyway, because people read a strong report as a sign that the Fed would hold off on cutting rates.

On a normal day, more jobs should be good for stocks, because more people working means more spending, more spending means more company profits, and profits are what stocks are priced on in the end.

But suppose the economy is already running hot and inflation is the thing everyone is worried about. Now a strong jobs number, especially with fast wage growth behind it, tells the Fed it has no reason to cut rates, and it may even need to raise them. Higher rates make borrowing more expensive for companies and households, and they make bonds look better against stocks. So the same news that feels like a win for the economy can send stocks lower.

Hence, before every release, I find it useful to ask what the market is actually afraid of right now. When the fear is a recession, a strong report brings relief. When the fear is inflation, the same strong report becomes a threat. The number is the same either way. Only the fear has changed.

Reading the market’s fear is a habit. Habits are easier to keep with a routine, and my free trading guides are where I would start building one.

Why do the revisions matter as much as the headline?

The NFP is one of the few numbers in finance that is allowed to change its mind. Every report also revises the two months before it, because more businesses send in their numbers late. Sometimes the revision is the story.

The clearest recent example came on 1 August 2025. The report showed only 73,000 jobs added in July, and in the same release the BLS revised May and June down by a combined 258,000 jobs. Later that day, the President fired the commissioner of the BLS.

I am not taking a side on the politics here. For a trader, the lesson is that a strong headline paired with a big cut to the previous months can read as a weak report overall. So it is always worth scrolling past the first number before deciding what the report is really saying.

Should you trade the NFP release itself?

On 1 August 2025, a trader on Reddit’s r/Daytrading asked a fair question: “Should NFP week be avoided or just the day?” The post went up about 16 minutes before the July report, which then arrived with 258,000 jobs revised away, so the timing was better than most.

For a swing trader, my answer is neither. The danger sits in the minutes around the release, not in the whole week, and as for trading the release itself, I would not start a beginner there. In the first few minutes after the release, spreads widen and price often spikes one way before reversing the other, and plenty of stops get hit on both sides of the same candle.

For most swing traders, the NFP works much better as context than as a trigger. I think of it as the Trigger, Context or Sit-out call, and the important thing is to make it before the release, never in the middle of it.

Trigger. Trade the release itself. It is fast and expensive in spreads, and it suits professionals with tight execution far more than it suits someone trading after work.
Context. Let the report tell you which regime you are in, whether the economy is heating up or cooling down, and then take clean setups in the days after, well away from the release minute.
Sit out. Cut size before the number and step away from the screen. In Singapore it lands at dinner time, which makes this one surprisingly easy.

My own trading plan says to close or reduce positions before major news like the NFP, and to let the report shape the swing trades I take afterwards. That is really a mix of Sit out and Context.

That rule does not keep me off the market on NFP Friday. My own records show it. As at March 2026, counting from June 2024, 25 of the 475 closed trades in my public trade log were opened on an NFP release day, each sized at 10% of capital. Of those 25, 13 were winners, a 52% hit rate against 50% on every other day in the log. So NFP Friday was neither lucky nor unlucky for me. It was a Friday with more noise.

FAQ

What does NFP stand for?
NFP stands for Non-Farm Payroll. It is the monthly US jobs number from the Bureau of Labor Statistics, counting the jobs added or lost across the economy outside farming.

What time is the NFP released in Singapore?
It is released at 8:30pm Singapore time during US daylight saving, which runs from March to early November, and at 9:30pm the rest of the year. That is 8:30am in New York.

Does the NFP include government jobs?
Yes. It counts federal, state and local government employees. It leaves out farm workers, the self-employed and private household staff.

Why was there no NFP report for October 2025?
The US government shutdown stopped the BLS from working, so no October 2025 report was published. The household survey for that month was never collected, and the payroll figures came out late, with the November report on 16 December 2025.

Is a high NFP number good or bad for stocks?
It depends on what the market fears. In a growth scare, a strong number helps. When inflation is the worry, a strong number with fast wage growth can push stocks down, because it lowers the odds of a rate cut.

Which NFP number matters most?
The headline payroll number, in most months. When inflation is the worry, average hourly earnings can matter more, and the revisions to earlier months can change the whole read.

Which of the three calls do you usually make on NFP night, and has a jobs report ever caught you by surprise? Let me know in the comments.

For more on building a trading routine, start with my free trading guides. The inflation report works in a very similar way, and I cover it in What is the CPI.

About the author. Spencer Li is the founder of Synapse Trading and a Certified Financial Technician (CFTe) with 15 years of trading across stocks, forex, crypto, commodities and bonds. His trade log is public: every trade since April 2024, dated, losses left in. He has taught a 15-minute daily trading routine since 2014.

Education, not financial advice. Synapse Trading is not licensed by MAS to advise on investment products. Trading carries risk of loss, and past performance is not indicative of future results.

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