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U.S. March nonfarm payrolls beat expectations, unemployment rate falls to around 4.3%

Institution
Goldman Sachs
Date
2026-04-03
Authors
Jan Hatzius, Alec Phillips, David Mericle, Ronnie Walker, Manuel Abecasis, Elsie Peng, Pierfrancesco Mei, Jessica Rindels
Company
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Ticker
-
Industry
Macroeconomics
Rating
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NeutralLow confidenceMarch nonfarm payrolls, private payrolls, and the unemployment rate were all better than market expectations, but the report also notes that part of the strength came from a rebound in weather-sensitive industries, the end of strikes, and a contribution from the birth-death model. Underlying employment growth was about 53k, roughly in line with the level needed to keep the unemployment rate stable.
AuthorsJan Hatzius, Alec Phillips, David Mericle, Ronnie Walker, Manuel Abecasis, Elsie Peng, Pierfrancesco Mei, Jessica Rindels
Asset classesFixed Income
Business segmentsLabor market、Wage growth、Employment data
Research firm divisions/subsidiariesGoldman Sachs(Other)

AI summary card

U.S. March nonfarm payrolls beat expectations, unemployment rate falls to around 4.3%

Goldman Sachs points out that U.S. March nonfarm payrolls rose by 178k, well above GS's forecast of 70k and the market median of 65k, while the unemployment rate fell to 4.26%. However, underlying employment growth was only about 53k, suggesting the headline strength included one-off and statistical factors.

Macro research report; no single-name rating, target price, or current price.
U.S. macrononfarm payrollsunemployment ratewage growthFed inflation target
  • March nonfarm payrolls rose by 178k, clearly above GS's forecast of 70k and the market median of 65k.
  • The unemployment rate fell 18 bps to 4.26%, below the 4.4% expected by GS and the market.
  • The report estimates that weather-sensitive industries contributed 70k, the end of strikes contributed 32k, and the birth-death model added about 20k relative to February.
  • Average hourly earnings rose 0.24% month over month, and year-over-year growth slowed to 3.52%, still below the report's estimate of the level consistent with the Fed's 2% inflation target.

Report interpretation

Overview

This report assesses the U.S. employment data for March 2026. The core conclusion is that nonfarm payroll growth materially beat expectations, the unemployment rate declined, and wage growth was broadly in line with expectations. However, Goldman Sachs believes part of the strength in the employment data came from a rebound in weather-sensitive industries, the end of strikes, and statistical model factors; its estimate of underlying employment growth is 53k, close to the breakeven pace needed to keep the unemployment rate stable.

Core views

The report argues that the March employment report was overall better than expected: both nonfarm and private payrolls were meaningfully above GS and market forecasts, and the unemployment rate came in below expectations. However, the decline in labor force participation was an important reason for the lower unemployment rate, and the household survey showed a decline in employment after adjustment, indicating the labor market is not broadly accelerating. Wage growth was mild, with average hourly earnings year-over-year growth falling to 3.52%, close to GS's wage tracker at 3.6% and still below its estimate of the wage growth level consistent with the Fed's 2% inflation target.

Analysis framework

The report uses a breakdown of the employment report, decomposing changes in nonfarm payrolls into weather-sensitive industry rebound, the end of strikes, BLS birth-death model contributions, historical revisions, the diffusion index, differences between the household and establishment surveys, labor force participation, and wage growth, while comparing the actual data with GS forecasts, the market median, and prior readings.

Methodology notes

  • Macro data decompositionNonfarm payroll contribution breakdown

    Split March nonfarm payroll gains into a rebound in weather-sensitive industries, the end of strikes, birth-death model contributions, and historical revisions.

    This method distinguishes persistent labor-market trends from one-off or statistical factors, avoiding a conclusion that the labor market has reaccelerated based solely on the 178k headline print.

  • Labor market assessmentUnderlying employment growth vs. breakeven employment growth

    Compare the pace of underlying employment growth with the employment growth needed to keep the unemployment rate stable.

    The report estimates underlying employment growth at 53k and views that level as roughly close to the pace needed to keep unemployment stable.

  • Inflation pressure assessmentWage growth and consistency with the Fed's 2% inflation target

    Use average hourly earnings and wage tracker measures to judge whether wage inflation is above the level consistent with a 2% inflation target.

    The report notes that average hourly earnings year-over-year growth slowed to 3.52%, close to GS's wage tracker at 3.6%, and still below its estimate of the wage growth rate consistent with the Fed's 2% inflation target.

Asset mapping & comparison

Structured mapping from thesis to named assets (strengths, weaknesses, peers, risks).

  • U.S. macroeconomy
    Directly related
    Strengths
    Nonfarm and private payrolls were clearly above expectations, and the unemployment rate was below expectations.
    Weaknesses
    The labor force shrank by 396k, and the adjusted household employment measure fell by 217k, indicating the improvement in employment is not broad-based.
    Comparison
    March nonfarm payrolls of +178k were above GS's forecast of +70k and the market median of +65k.
    Risks
    One-off factors and statistical model contributions may overstate labor-market strength.
  • U.S. rates and Treasuries
    Indirectly related
    Strengths
    Stronger-than-expected employment data may support higher near-term yields or delay expectations for rate cuts.
    Weaknesses
    Year-over-year wage growth fell to 3.52%, so the inflation-pressure signal did not strengthen in tandem.
    Comparison
    The overall employment print was stronger than expected, but underlying employment growth of only 53k is weaker than the momentum implied by the headline figure.
    Risks
    If subsequent data show that March strength was unsustainable, the rates market may reprice growth-slowdown risk.
  • U.S. dollar
    Indirectly related
    Strengths
    Better-than-expected employment and unemployment data usually support the dollar via rate differentials and the growth-outperformance narrative.
    Weaknesses
    Mild wage growth and limited underlying employment growth may cap the durability of dollar upside.
    Comparison
    The 4.26% unemployment rate was below the market expectation of 4.4%, a positive short-term surprise.
    Risks
    If the market focuses more on the decline in labor force participation, the dollar reaction could fade.
  • U.S. equities
    Relevant as macro backdrop
    Strengths
    Stronger-than-expected employment can ease concerns about a growth downturn.
    Weaknesses
    If stronger employment delays easing expectations, valuation-sensitive sectors may come under pressure.
    Comparison
    The data contain both growth resilience and delayed rate-cut signals.
    Risks
    Repricing of the Fed policy path could create volatility.

Key data

  • March nonfarm payrolls+178kAbove GS's forecast of +70k and the market median of +65k; February was revised to -133k.
  • March private payrolls+186kAbove GS's forecast of +75k and the market median of +78k; the prior reading was revised to -129k.
  • Unemployment rate4.3%, exact value about 4.26%Below the 4.4% expected by GS and the market, and down about 18 bps from the prior 4.4%.
  • Labor force participation rate61.9%Below the market median of 62.0% and the prior 62.0%.
  • Average hourly earnings mom+0.24%The report summary describes this as about +0.2%, below the GS and market forecast of +0.3%.
  • Average hourly earnings yoy3.52%Down 0.24 percentage points from the prior reading, close to GS's wage tracker at 3.6%.
  • Three-month average nonfarm payroll growth68kIndicates recent employment growth remains relatively mild.
  • Estimated underlying employment growth53kRoughly consistent with the breakeven pace of employment growth needed to keep unemployment stable.

Impact & implications

The headline strength in the employment data may reduce near-term concern about a rapid deterioration in the labor market and provide a mildly supportive macro signal for U.S. Treasury yields, the dollar, and risk assets. However, because part of the decline in unemployment reflects a smaller labor force, and wage growth remains mild while underlying employment growth is near breakeven, the report is relatively cautious about the durability of strong labor momentum.

Risks

  • Part of the strong nonfarm payroll print came from a rebound in weather-sensitive industries, the end of strikes, and birth-death model contributions, so durability is uncertain.
  • The drop in unemployment was affected by a smaller labor force and does not fully reflect stronger labor demand.
  • Labor force participation among younger workers fell noticeably, which may distort the overall unemployment signal.
  • Historical employment revisions were large, and later months may be revised again.
  • If wage growth reaccelerates, it could alter inflation and Fed policy expectations.

What to watch

  • Whether subsequent nonfarm payrolls can keep growing above the breakeven employment pace.
  • Whether labor force participation, especially among 20-24-year-olds, recovers.
  • Whether average hourly earnings year-over-year growth and GS's wage tracker remain below the level consistent with the 2% inflation target.
  • Whether the employment diffusion index can stay in expansion territory.
  • How the Fed interprets the combination of strong employment and mild wage growth.
Zhejiang ICP No. 2022035445-5
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