The U.S. non-farm payroll data for January exceeded expectations across the board, but institutions generally believe that the foundation for labor market recovery remains unstable in the context of the annual benchmark revision revealing last year's inflated employment and highly concentrated industry growth.
Galaxy Securities pointed out that January's job growth was still highly concentrated in a few industries such as healthcare, with no improvement in structural characteristics, and the sustainability of the economic upturn remains to be observed. Huatai Securities maintains its judgment that the Federal Reserve will pause interest rate cuts before June, stating that while the downside risks in the job market have eased, the sustainability of data improvement still needs further verification.
After the data release, the market's pricing for interest rate cuts throughout 2026 narrowed by 8 basis points to 52 basis points, with the yields on 2-year and 10-year U.S. Treasury bonds rising by 7 basis points and 5 basis points, respectively. Analysts believe that the January data provides new evidence for the Fed to &#34;stay put,&#34; but does not materially change the policy path.
<h2>Job Growth Concentrated in a Few Industries</h2>
Huatai Securities stated that the job growth in January was still concentrated in a few industries such as healthcare, retail, and construction, and the sustainability of the economic upturn remains to be observed. Guolian Minsheng Securities further pointed out that the breadth of industry recovery in employment remains insufficient, with nearly all new jobs in January coming from the healthcare and social assistance sectors, a structural characteristic that may constrain overall productivity recovery.
Specifically, in January, the private sector added 172,000 non-farm jobs, reaching a single-month high since 2025, but the distribution across industries was highly uneven. The service sector contributed 136,000 jobs, with the healthcare industry alone adding 124,000 jobs in a month, a significant jump from the average of 52,000 jobs per month in the fourth quarter of last year; the retail sector saw limited growth, while the leisure and hospitality sector marginally declined by 44,000 jobs, and financial activities shrank by 21,000 jobs.
In the goods sector, construction added 33,000 jobs, an increase of 37,000 jobs month-on-month, possibly boosted by recent marginal recovery in real estate and warmer weather in January; manufacturing saw slight growth, while mining experienced a slight contraction. Employment in government sectors decreased marginally by 26,000 jobs to -42,000, with federal and state/local governments declining by 34,000 and 8,000 jobs, respectively.
<img src="https://imageproxy.pbkrs.com/https://wpimg-wscn.awtmt.com/553ec6f2-b8d6-466b-9e7b-da4b25cb8446.png?x-oss-process=image/auto-orient,1/interlace,1/resize,w_1440,h_1440/quality,q_95/format,jpg" alt="" original-src="https://imageproxy.pbkrs.com/https://wpimg-wscn.awtmt.com/553ec6f2-b8d6-466b-9e7b-da4b25cb8446.png"/>
<h2>Questions About Data Quality</h2>
Several institutions have expressed reservations about the credibility of the January non-farm data. This report simultaneously released the final value of the 2025 business survey benchmark revision, which showed that the non-farm employment level for March 2025 was revised down by 862,000; during the cycle from April 2024 to March 2025, the average monthly increase in non-farm employment was revised down by 72,000 to 75,000.
Guolian Minsheng Securities pointed out that January non-farm data has historically had significant seasonal overestimation risks, with the downward revision in recent years exceeding 100,000 jobs, which may mainly reflect seasonal adjustment factors and data model biases.
Galaxy Securities further mentioned that the BLS introduced a new &#34;business birth-death model&#34; in this report for the first time, which theoretically could improve data accuracy but may also cause short-term disturbances to the January readings. The new model incorporates more current sample information, which may exacerbate the volatility of the already fluctuating January data.
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In addition, the BLS routinely updates the population control benchmark based on Census Bureau forecast data every January. However, due to the previous partial federal government shutdown, this adjustment has been postponed to be implemented with the release of the February non-farm report. This means that the employment data under the January household survey will still use the monthly population estimate from January 2025, and there may be comparability issues with the subsequent February data.
<h2>Wages and Employment Improve Simultaneously</h2>
In January, hourly wages increased by 0.4% month-on-month, accelerating by 0.1 percentage points compared to December, and year-on-year remained flat at 3.7%. According to data from Galaxy Securities, wages in the service sector rebounded by 0.41 percentage points to 0.41%, with accelerated expansion in the education and healthcare sectors, while the growth rate in the information sector significantly slowed; wages in the goods sector decreased by 0.03 percentage points to 0.29%, with only the manufacturing sector recording a slight rebound.
<img src="https://imageproxy.pbkrs.com/https://wpimg-wscn.awtmt.com/5b0e78ff-e2a9-4a19-bcd0-102bf8efce62.png?x-oss-process=image/auto-orient,1/interlace,1/resize,w_1440,h_1440/quality,q_95/format,jpg" alt="" original-src="https://imageproxy.pbkrs.com/https://wpimg-wscn.awtmt.com/5b0e78ff-e2a9-4a19-bcd0-102bf8efce62.png"/> Regarding the unemployment rate, the unemployment rate in January fell by 0.1 percentage points to 4.3%, better than market expectations. Huatai Securities pointed out that the decline in the unemployment rate, against the backdrop of a rising labor participation rate, is consistent with the overall better-than-expected initial and continuing claims data since January. The labor participation rate unexpectedly rose by 0.1 percentage points to 62.5%, and the average weekly working hours also unexpectedly increased by 0.1 hours to 34.3 hours, indicating an improvement in labor utilization intensity.
<img src="https://imageproxy.pbkrs.com/https://wpimg-wscn.awtmt.com/291c8037-9d33-4e38-9234-adcb6cfd9175.png?x-oss-process=image/auto-orient,1/interlace,1/resize,w_1440,h_1440/quality,q_95/format,jpg" alt="" original-src="https://imageproxy.pbkrs.com/https://wpimg-wscn.awtmt.com/291c8037-9d33-4e38-9234-adcb6cfd9175.png"/><img src="https://imageproxy.pbkrs.com/https://wpimg-wscn.awtmt.com/32cb8725-7a2c-4966-bf4f-318161a0a455.png?x-oss-process=image/auto-orient,1/interlace,1/resize,w_1440,h_1440/quality,q_95/format,jpg" alt="" original-src="https://imageproxy.pbkrs.com/https://wpimg-wscn.awtmt.com/32cb8725-7a2c-4966-bf4f-318161a0a455.png"/>
<h2>Federal Reserve Policy Outlook</h2>
Despite the January non-farm data exceeding expectations across the board, many institutions remain cautious about its sustainability and generally maintain the judgment that the Federal Reserve will pause interest rate cuts before June.
Huatai Securities noted that although the downside risks in the labor market have significantly decreased, and the overall improvement in January's non-farm and initial claims data, the sustainability of the data still needs to be verified. It is expected that the Federal Reserve will remain on hold before June and may cut rates 1-2 times depending on the situation after the new chairman takes office.
Guolian Minsheng Securities believes that given the dual considerations of economic data recovery and policy independence, there is a high necessity for Powell to pause interest rate cuts in the short term. The further release of rate cut expectations will depend on whether the labor market softens, whether inflation rises can slow down, and the policy statements of incoming chairman Waller.
Galaxy Securities also stated that current inflation is generally moderate, and the sustainability of employment data is in doubt, so the Federal Reserve is likely to remain cautious before the June meeting. Whether the stimulating effect of rate cuts on the labor market can continue still needs to be verified by subsequent data.

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The U.S. January non-farm data exceeded expectations across the board, but its credibility and sustainability are in question. The annual benchmark revision shows that last year's employment growth was significantly overstated, weakening the data validation foundation. The new business survival model disturbs seasonal readings, and the delay in population benchmark adjustments makes the figures incomparable. Employment growth is highly concentrated in a few industries such as healthcare, indicating insufficient breadth of recovery. The seemingly strong data has not reversed institutions' cautious assessment of the U.S. labor market

- January's non-farm payroll data in the U.S. showed notable gains, but analysts are cautious about the labor market's recovery, citing concentrated growth in a few industries like healthcare.  
- The report raised questions about data credibility, with prior adjustments revealing a downward revision of 862,000 jobs for March 2025, while January's figures were prone to seasonal overestimation.  
- Despite improved job statistics, institutions generally predict the Federal Reserve will pause interest rate cuts until June, pending further validation of data sustainability and economic conditions.

What doubts are behind the unexpectedly strong January non-farm payrolls?