Nonfarm payrolls (NFP): the US jobs report and futures order flow

Nonfarm payrolls is the monthly change in US employment outside farming, published by the Bureau of Labor Statistics in the Employment Situation report at 8:30 a.m. Eastern, usually on a Friday early in the month. It arrives together with the unemployment rate and average hourly earnings, so futures react to three numbers and their revisions at once.

Senzoukria · Economic events · Updated September 2026


At a glance

Published by
US Bureau of Labor Statistics, Employment Situation report
Frequency
Monthly, usually a Friday early in the month; the BLS schedule sets each date
Usual time
8:30 a.m. ET (7:30 a.m. Chicago)
Released together
Payrolls, unemployment rate, average hourly earnings, hours, revisions
Contracts in scope
ES, NQ, RTY; ZN, ZB, ZT; 6E, 6J; GC

What the report measures

The Employment Situation combines two surveys. The establishment survey asks employers about jobs, hours and pay; it produces nonfarm payrolls and average hourly earnings. The household survey asks people about their own situation; it produces the unemployment rate and participation. The two can diverge in a given month because they measure different things with different samples.

The payroll figure is the net change in the number of jobs, not the number of people hired. Each report also revises the previous two months, and a larger annual benchmark revision aligns the series with unemployment insurance records. A strong headline paired with a sharp downward revision can leave the three-month picture weaker than before.

Three numbers, one second

Because all of it lands at once, the initial reaction reflects whichever figures participants weight most in that period. When the numbers conflict, for example strong payrolls with a higher unemployment rate, the first move can reverse as the whole report is read.

The Employment Situation figures futures traders read first
FigureSurveyWhat the market infers
Nonfarm payrolls changeEstablishmentPace of hiring and labor demand
Revisions to prior two monthsEstablishmentWhether the recent trend was stronger or weaker than reported
Unemployment rateHouseholdLabor slack, one of the two sides of the Fed mandate
Average hourly earningsEstablishmentWage growth and its inflation implications
Average weekly hoursEstablishmentLabor input beyond headcount

Why futures react

Employment is half of the Federal Reserve's dual mandate. A labor market that is stronger or weaker than expected changes the expected path of policy rates, which moves Treasury futures, the dollar and therefore 6E and 6J, and gold. Index futures respond both to that rates channel and to what the report says about growth and earnings; whether a strong report is read as good or bad for equities depends on whether the market is more worried about inflation or about a slowdown at the time.

Order flow on payrolls morning

  • Before 8:30 ET: resting size near the inside usually fades on the heatmap and DOM, spreads can widen, and the tape slows. The overnight range becomes the frame the release will break or not.
  • The first seconds: a sweep through several levels, visible on the footprint as consecutive prices with one-sided aggressive volume and large trade bubbles. Slippage on market orders is typically largest here.
  • The first minutes: two-sided trade is common as conflicting figures are digested. A spike that is fully retraced, with heavy opposite volume at the extreme, is a classic picture of initiative met by responsive activity.
  • Later: the release bar leaves single-print style thin areas in the volume profile where price moved fast. The 8:30 CT cash open is a second auction that can confirm or reject the post-release move.
  • None of these patterns is reliable enough to be a rule; the same sequence can resolve either way.

In Senzoukria

The payrolls row appears in the News calendar under US with the description “Jobs report — most-watched US macro print.” when its name matches. The Quant mode card for it names the Employment family, reads a higher figure as a stronger economy, and lists MES, MNQ, ZN and DX as contracts whose underlying economy it measures; the panel repeats that this is scope, not a signal.

On the heatmap, the HUD prints the snapshot and trade rates of the feed; a dead feed falls to zero within a second while a quiet book only slows, which separates a frozen connection from a market holding its breath before 8:30. With a Rithmic account that has order-by-order depth, the Liquidity Tracker column shows, for the last 30 seconds, how much of the liquidity that left each level was withdrawn rather than executed.

In the same section

Sources

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Frequently asked questions

Is NFP always released on the first Friday of the month?
No. It is usually a Friday early in the month, but the BLS schedule sometimes places it on the second Friday or on another weekday, and dates can shift for holidays or funding disruptions. Always check the BLS release schedule rather than assuming the first Friday.
Why does the market sometimes reverse the first NFP move?
The first seconds reflect the first figures read and the aggressive orders sent on them. Once revisions, the unemployment rate and wages are digested, the balance can change. Thin liquidity during the initial burst also exaggerates the first move.
Which contracts should I watch on payrolls day?
Treasury futures usually carry the rates repricing, index futures react through rates and growth expectations, and dollar-quoted FX futures reflect the relative move in US rates. Gold is sensitive to both the dollar and real yields.

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