U.S. Lost Jobs After Trump Tariffs, According To Data 'Gold Standard'

• QCEW data implies payrolls contracted by 342,000 (roughly 57,000 per month) in the six months through September 2025, though final revisions may show more modest losses of around 11,000 per month after accounting for late filings
• The QCEW draws from unemployment insurance tax records covering 12 million worksites, while BLS surveys only 622,000 worksites, making it far more comprehensive and accurate
• Job losses coincided with tariff escalation last spring and continue through early 2026, with BLS data showing an additional 82,000 payroll decline in the five months since September

Summary: U.S. Job Losses Following Trump Tariffs Revealed in QCEW Data

The Quarterly Census of Employment and Wages (QCEW), considered the "gold standard" of employment data, reveals the U.S. economy lost jobs in the six months following the April 2, 2025 escalation of Trump tariffs.

Key Findings

The QCEW shows U.S. employers added only 123,000 jobs in the 12 months through September 2025—513,000 fewer than the 636,000 reported by official Bureau of Labor Statistics (BLS) data. This significant discrepancy points to substantial downward revisions ahead for official employment figures.

Chief U.S. economist Samuel Tombs of Pantheon Macroeconomics estimates that revised data will show job losses of approximately 11,000 per month during the six-month period through September, totaling roughly 342,000 lost positions. The job losses appear concentrated in Q3 and Q4 of 2025, coinciding with market concerns over reciprocal tariff policies.

Data Methodology

The QCEW derives data from unemployment insurance tax records covering approximately 12 million worksites, while BLS surveys only 119,000 businesses with 622,000 worksites. This comprehensive coverage makes QCEW more reliable, though it lags by six months.

BLS will provide preliminary revisions in September 2026 and finalize them in February 2027. Since September, BLS data shows an additional 82,000 payroll decline, with government job cuts playing a major role.

Market Implications

The data suggests tariffs had an immediate negative employment impact, as higher import costs disrupted economic activity before any domestic production benefits materialized. While recent job openings data hint at recovery, analysts caution against over-reliance on preliminary BLS figures given the persistent overcounting issue.