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Our mission is to make the future of work more productive through data-driven discovery. Companies, workers, and policymakers rely on our finely-tuned data and unique perspective to make informed decisions that impact workplaces around the world.

Hiring and pay

U.S. private-sector employment

National Employment Report

September 2026

+ 90,000 jobs

Month-over-month change

View report

NER Pulse: Week ending October 3, 2026

+ 18,500 jobs

Week-over-week change to four-week moving average

Pay Insights

Median year-over-year change in base pay, September 2026

+3.2%

All workers

+3.0%

Job-stayers

+4.8%

Job-changers

View report

Top stories

Standard image to use for monthly EMCI
EMC Index

Employee sentiment improved in October

The gains were broad-based, with workers in education showing the biggest jump.

AI

Canaries Dashboard: Employment in AI-exposed occupations slowed in August

Nela Richardson, Ph.D.

September 23, 2026

Employment

Unbundling jobs: Measuring the value of tasks in an AI economy

Nela Richardson, Ph.D. , Andrew Wang, Ph.D.

July 29, 2026

Geographic trends

Who went the distance?

Issi Romem, Ph.D.

July 16, 2026

About ADP Research

See how we’re transforming the way work gets done, one insight at a time.

Main Street Macro

ADP chief economist Nela Richardson looks at the economic week ahead.

Three signals from Main Street

October 20, 2026

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