Even with a 4.0% annual rise in total compensation for U.S. civilian workers in 2023, pay and job quality remain uneven, with median earnings at $45,760 and 20.1% of workers earning under $15 an hour. At the same time, labor markets and workplaces are changing fast, from minimum wage expansions to 8.6 million U.S. jobs that require digital skills. This post connects those shifts to what workers experienced in hours, wages, benefits, and safety.
Key Takeaways
- $32.04 average hourly earnings for production and nonsupervisory employees in manufacturing in the U.S. (May 2024)
- 4.0% annual wage growth for U.S. civilian workers in 2023 (Employment Cost Index, total compensation)
- $45,760 median annual earnings for full-time wage and salary workers in the U.S. (2023)
- 4.4% unemployment rate for Asian workers in the U.S. (2023, annual average)
- 25.5 million people were employed in the U.S. leisure and hospitality sector in 2023
- 58.5% of workers in the U.S. have access to paid sick leave (2023)
- 25 jurisdictions in the U.S. had a minimum wage above the federal level as of 2024
- 14.3 million workers in the U.S. belonged to unions in 2023
- 8.6 million jobs in the U.S. required digital skills in 2023 (OECD estimates)
- 31% of workers in OECD countries reported that their job requires advanced digital skills (2022 PIAAC/ OECD)
- 43% of companies say skills shortages are impacting their ability to grow revenue (World Economic Forum, Global Risks/Workforce reports, 2024)
- 21% of employees report that their employer uses AI to screen resumes (2024 global survey)
- 3.3 million U.S. employees used an employer-provided computer tool daily for work in 2023 (BLS ATUS/ICT supplement estimate)
- 78% of U.S. employers reported using online job postings to recruit in 2024 (BLS Job Openings and Labor Turnover context, JOLTS related employer survey)
- 66.7% of U.S. adults were working-age (ages 25–64) and had basic digital skills (EU and OECD benchmarking), according to the European Commission’s Digital Economy and Society report (latest published figures).
U.S. wages rose in real terms in 2023, while pay gaps and workplace risks persist.
Related reading
Wages And Income
1$32.04 average hourly earnings for production and nonsupervisory employees in manufacturing in the U.S. (May 2024)[1]
Verified
24.0% annual wage growth for U.S. civilian workers in 2023 (Employment Cost Index, total compensation)[2]
Verified
3$45,760 median annual earnings for full-time wage and salary workers in the U.S. (2023)[3]
Verified
420.1% of workers in the U.S. earned less than $15/hour in 2023[4]
Verified
525.2% gender pay gap (median earnings) between men and women in the U.S. (2023 ACS)[5]
Single source
6$41.2 billion in U.S. wage growth for minimum wage workers due to state policy changes (2023)[6]
Verified
72.8x higher median weekly earnings for college graduates than for high school graduates in the U.S. (2023)[7]
Verified
89.8% increase in real wages (inflation-adjusted) for U.S. workers from 2022 to 2023 (median weekly earnings, CPI-U adjusted)[8]
Directional
Wages And Income Interpretation
Under the Wages And Income category, U.S. workers saw median weekly earnings rise 9.8% from 2022 to 2023 even as pay gaps and low-wage work persist, with 20.1% earning less than $15 per hour and women making 25.2% less than men in median earnings.
Employment Levels
14.4% unemployment rate for Asian workers in the U.S. (2023, annual average)[9]
Single source
225.5 million people were employed in the U.S. leisure and hospitality sector in 2023[10]
Verified
Employment Levels Interpretation
Within employment levels, the U.S. saw 25.5 million people working in leisure and hospitality in 2023 alongside a relatively low 4.4% unemployment rate for Asian workers, pointing to broadly strong employment conditions.
More related reading
Labor Policy And Regulation
158.5% of workers in the U.S. have access to paid sick leave (2023)[11]
Verified
225 jurisdictions in the U.S. had a minimum wage above the federal level as of 2024[12]
Verified
314.3 million workers in the U.S. belonged to unions in 2023[13]
Single source
43.4 million workplace injuries and illnesses in the U.S. (nonfatal occupational injuries and illnesses, 2023)[14]
Single source
52.6 per 100 full-time workers were recordable injuries in the U.S. (2023)[15]
Verified
65,486 U.S. workers were killed on the job in 2023 (fatal work injuries)[16]
Verified
Labor Policy And Regulation Interpretation
In labor policy and regulation, progress is uneven as only 58.5% of U.S. workers had access to paid sick leave in 2023 while union membership reached 14.3 million and job safety remained a major concern with 3.4 million nonfatal injuries and illnesses and 5,486 fatal work injuries that same year.
Skills And Talent
18.6 million jobs in the U.S. required digital skills in 2023 (OECD estimates)[17]
Single source
231% of workers in OECD countries reported that their job requires advanced digital skills (2022 PIAAC/ OECD)[18]
Verified
343% of companies say skills shortages are impacting their ability to grow revenue (World Economic Forum, Global Risks/Workforce reports, 2024)[19]
Single source
Skills And Talent Interpretation
In the Skills And Talent category, the evidence is clear that digital capability is becoming a core workforce requirement, with 8.6 million U.S. jobs needing digital skills in 2023 and 31% of OECD workers reporting their jobs require advanced digital skills, while 43% of companies say shortages are already limiting revenue growth.
More related reading
Workplace Technology
121% of employees report that their employer uses AI to screen resumes (2024 global survey)[20]
Verified
23.3 million U.S. employees used an employer-provided computer tool daily for work in 2023 (BLS ATUS/ICT supplement estimate)[21]
Verified
378% of U.S. employers reported using online job postings to recruit in 2024 (BLS Job Openings and Labor Turnover context, JOLTS related employer survey)[22]
Verified
458% of HR leaders expect their organization to use generative AI in HR functions within 12 months (2024 Gartner HR survey)[23]
Verified
534% of employees report using remote work tools (collaboration software) daily at work (2023 survey)[24]
Verified
6$12.4 billion global spend on HR software in 2024 (forecast, market report)[25]
Directional
Workplace Technology Interpretation
Workplace technology is moving quickly toward AI and digital tools, with 21% of employees reporting resume screening AI and 78% of employers using online job postings, while 58% of HR leaders expect generative AI in HR within 12 months.
Workforce Demographics
166.7% of U.S. adults were working-age (ages 25–64) and had basic digital skills (EU and OECD benchmarking), according to the European Commission’s Digital Economy and Society report (latest published figures).[26]
Single source
253.5% of workers in the European Union were employed in the service sector in 2023, according to Eurostat’s labor market by sector distribution (latest table release).[27]
Directional
348.4% of the labor force in the EU was employed in occupations classified as ‘highly skilled’ or ‘medium/high-skilled’ in 2023 (Eurostat occupational structure indicators).[28]
Verified
415.4% of workers in the European Union worked part-time in 2023, per Eurostat’s labor force survey on part-time employment shares.[29]
Directional
Workforce Demographics Interpretation
In workforce demographics, it is notable that while 66.7% of U.S. working-age adults have basic digital skills and the EU workforce is concentrated in services with 53.5% employed there, only 48.4% are in high or medium high skilled roles and 15.4% work part time, pointing to a clear skills and job quality gap within the broader labor picture.
More related reading
Labor Market Dynamics
110.3 million U.S. job openings were reported in the most recent JOLTS release for April 2024 (Seasonally Adjusted).[30]
Verified
Labor Market Dynamics Interpretation
In the latest Labor Market Dynamics read on April 2024, the United States reported 10.3 million job openings, signaling a strong demand for workers even as employers continue to actively seek candidates.
Compensation & Benefits
13.5% of total labor costs were attributable to worker benefits in the United States in 2023 (OECD compensation of employees components; includes social contributions and benefits).[31]
Verified
251% of employees globally say they would consider leaving their job within the next year if benefits were reduced (WorldatWork/benefits attitudes survey figure).[32]
Single source
32.4% was the median annual growth in real wages in the OECD area in 2022 (OECD real wage dynamics metric from the relevant OECD dataset release).[33]
Directional
Compensation & Benefits Interpretation
In 2023, worker benefits accounted for just 3.5% of total labor costs in the United States, yet 51% of employees globally say they would consider leaving if benefits were reduced, highlighting how a relatively small compensation share can still drive major retention risk.
More related reading
Workplace Safety & Health
12.7 million U.S. nonfatal workplace injuries and illnesses were reported in 2022 (BLS Survey of Occupational Injuries and Illnesses, year total).[34]
Directional
26,486 U.S. workers died from workplace injuries in 2022 (fatal work injuries).[35]
Verified
Workplace Safety & Health Interpretation
In 2022, the United States recorded 2.7 million nonfatal workplace injuries and illnesses alongside 6,486 fatal work injuries, underscoring that workplace safety and health remain a major risk area for millions of workers.
Workplace Technology & AI
145% of knowledge workers report using AI tools at work at least monthly in 2024 (McKinsey Global Survey on AI use; latest wave figure).[36]
Verified
Workplace Technology & AI Interpretation
In 2024, 45% of knowledge workers use AI tools at work at least monthly, signaling that workplace technology is moving from early adoption to regular, everyday use.
How We Rate Confidence
Models
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Single source
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Directional
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
Verified
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Models
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
APA
Gabrielle Fontaine. (2026, February 13). Labor Statistics. Gitnux. https://gitnux.org/labor-statistics
MLA
Gabrielle Fontaine. "Labor Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/labor-statistics.
Chicago
Gabrielle Fontaine. 2026. "Labor Statistics." Gitnux. https://gitnux.org/labor-statistics.
References
- 1bls.gov/news.release/empsit.t01.htm
- 2bls.gov/news.release/eci.nr0.htm
- 7bls.gov/cps/cpsaat11.htm
- 8bls.gov/news.release/realer.t01.htm
- 9bls.gov/cps/tables.htm
- 10bls.gov/oes/tables.htm
- 11bls.gov/news.release/ebs2.t01.htm
- 13bls.gov/news.release/union2.nr0.htm
- 14bls.gov/iif/oshwc/osh/ostb1178.pdf
- 15bls.gov/iif/oshwc/cfoi/cftb0159.pdf
- 16bls.gov/news.release/cfoi.nr0.htm
- 21bls.gov/news.release/atus.htm
- 22bls.gov/jlt/data.htm
- 30bls.gov/news.release/jolts.htm
- 34bls.gov/iif/summary-tables/occurrence-of-nonfatal-injuries-and-illnesses-by-industry.htm
- 35bls.gov/news.release/pdf/cfoi.pdf
- 3census.gov/library/publications/2024/demo/p60-282.html
- 5census.gov/library/visualizations/interactive/gender-pay-gap.html
- 4epi.org/publication/swa-trends-2024/
- 6epi.org/blog/state-minimum-wage-actions-2024/
- 12dol.gov/agencies/whd/minimum-wage/state
- 17oecd.org/employment/emp/skills-and-jobs-in-the-future-of-work.htm
- 18oecd.org/skills/piaac/the-job-requirements-for-digital-skills.html
- 19weforum.org/reports/the-future-of-jobs-report-2023/
- 20rand.org/pubs/research_reports/RRA1236.html
- 23gartner.com/en/newsroom/press-releases/2024-04-29-gartner-says-58-percent-of-hr-leaders-expect-their-organizations-to-adopt-generative-ai-in-hr-functions-within-12-months
- 25gartner.com/en/documents/3987645
- 24microsoft.com/en-us/worklab/work-trend-index
- 26digital-strategy.ec.europa.eu/en/library/digital-economy-and-society-index-report-2024
- 27ec.europa.eu/eurostat/databrowser/view/tesem210/default/table?lang=en
- 28ec.europa.eu/eurostat/databrowser/view/lfsa_urgan/default/table?lang=en
- 29ec.europa.eu/eurostat/databrowser/view/lfsa_etpga/default/table?lang=en
- 31stats.oecd.org/Index.aspx?DataSetCode=LEVELPAY
- 33stats.oecd.org/Index.aspx?DataSetCode=PRICES_WAGES
- 32worldatwork.org/docs/default-source/research-and-surveys/2023-total-rewards-attitudes-survey-report.pdf
- 36mckinsey.com/capabilities/quantumblack/our-insights/the-economic-potential-of-generative-ai-the-next-productivity-frontier