As of June 2025, there were about 22.6 million people working in the professional and business services industry in the United States. The health care and social assistance industry employed the most people in the U.S., with over 23.3 million people working in this industry.

In 2023, California had the highest number of employed people in the United States, with about 18.4 million. Texas had the second-highest number of employed people in the U.S., at 14.5 million people. The annual employment rate of the United States can be accessed here.

Walmart had about *** million employees in 2024, the highest of all companies worldwide that year. Walmart also led ranking of companies by revenue in 2024. In terms of employees, Amazon followed in second with ahead of Foxconn, also known as Hoi Han Precision Industry.WalmartIn the United States, where Walmart has its highest number of employees, there are ***** stores as of 2023, and some ***** of these stores are Walmart’s Supercenters . The company has expanded all around the world, especially having a high number of stores in Central America. Amazon The number of people employed by Amazon has increased rapidly in recent years. In 2019, less than ******* people worked at the technology company, whereas it employed nearly *** million in 2024. As with the number of employees, its net revenue has also increased over the last years.

The number of employed persons in The United States increased to 163645 Thousand in September of 2025 from 163394 Thousand in August of 2025. This dataset provides - United States Employed Persons - actual values, historical data, forecast, chart, statistics, economic calendar and news.

As of October 2024, there were 133.89 million full-time employees in the United States. This is a slight decrease from the previous month, when there were 134.15 million full-time employees. The impact COVID-19 on employment In December 2019, the COVID-19 virus began its spread across the globe. Since being classified as a pandemic, the virus caused a global health crisis that has taken the lives of millions of people worldwide. The COVID-19 pandemic changed many facets of society, most significantly, the economy. In the first years, many businesses across all industries were forced to shut down, with large numbers of employees being laid off. The economy continued its recovery in 2022 with the nationwide unemployment rate returning to a more normal 3.4 percent as of April 2023. Unemployment benefits Because so many people in the United States lost their jobs, record numbers of individuals applied for unemployment insurance for the first time. As an early response to this nation-wide upheaval, the government issued relief checks and extended the benefits paid by unemployment insurance. In May 2020, the amount of unemployment insurance benefits paid rose to 23.73 billion U.S. dollars. As of December 2022, this value had declined to 2.24 billion U.S. dollars.

We are delighted to present to you a carefully curated dataset of the top 100 largest companies in the United States. Our data includes a comprehensive list of these companies, providing you with valuable insights into the business landscape of the country with: - Rank - Name - Industry - Revenue (USD millions) - Revenue growth - Employees - Headquarters If you're interested in extracting the data on your own, we've got you covered. We've included the Python code you'll need to get started. Whether you're a seasoned programmer or just starting out, our code is designed to be easy to use and adaptable to your needs. So go ahead and give it a try!

In 2024, about 133 million people were employed in the United States on a full-time basis, returning to pre-pandemic levels. Employment in the U.S. The number of full-time employees in the United States has increased by more than 30 million people since 1991. In 1990, there were 98.67 million full-time employees which had increased to 134.06 million employees in 2023. After the recession, the number of full-time employees dropped and part-time employment increased significantly. There were about 28.1 million part-time employees in the country as of January 2024. Full-time employment usually is associated with certain benefits that are otherwise not offered to part-time employees, such as health insurance and annual leave. In the United States, a full time worker us usually regard as an individual who works more than 30 hours a week. Salaries nationwide Salary in the United States can vary greatly between ethnicities and gender. The median weekly earnings of a full-time salary worker, was 1,310 U.S. dollars for the Asian population, but only 794 U.S. dollars for the Black or African American population in 2020. In the same year, the median hourly wage for female salary workers 15.22 U.S. dollars, while males earned an hourly wage of 17.75 U.S. dollars. Based on a constant value, the wage among salary workers has fluctuated since 1979, where employees earned a median of 14.80 U.S. dollars, compared to 16.36 U.S. dollars in 2020. The minimum wage in the United States was established at 7.25 U.S. dollars per hour as of 2009.

View monthly updates and historical trends for US Employed Persons. from United States. Source: Bureau of Labor Statistics. Track economic data with YChar…

Employment Rate in the United States increased to 59.70 percent in September from 59.60 percent in August of 2025. This dataset provides - United States Employment Rate- actual values, historical data, forecast, chart, statistics, economic calendar and news.

The Statistics of U.S. Businesses (SUSB) provides detailed annual data for all U.S. business establishments with paid employees by geography, industry, and enterprise size. This program covers all NAICS industries except crop and animal production; rail transportation; National Postal Service; pension, health, welfare, and vacation funds; trusts, estates, and agency accounts; private households; and public administration. The SUSB also excludes most government employees. Further, SUSB data for years 1988-1997 were tabulated based on the Standard Industrial Classification (SIC) system. The SUSB features several arts-related NAICS industries, including the following: Arts, entertainment, and recreation (NAICS Code 71) Performing arts companies Spectator sports Promoters of performing arts, sports, and similar events Independent artists, writers, and performers Museums, historical sites, and similar institutions Amusement parks and arcades Professional, scientific, and technical services (NAICS Code 54) Architectural services Graphic Design Services Landscape architectural services Photographic services Retail trade (NAICS Code 44-45) Sporting goods, hobby, and musical instrument stores Sewing, needlework, and piece goods stores Book stores Art dealers Also, the SUSB features several arts related SIC industries, including the following: Commercial photography (SIC Code 7335) Commercial art and graphic design (SIC Code 7336) Museums and art galleries (SIC Code 8412) Dance studios, schools, and halls (SIC Code 7911) Theatrical producers and services (SIC Code 7922) Sports clubs, managers, & promoters (SIC Code 7941) Motion Picture Production & Services (SIC Code 7810) Data compiled for the SUSB are extracted from the Business Register (BR). The BR contains continuously updated data from the Census Bureau's economic censuses and currently business surveys, quarterly and annual Federal tax records and other department and federal statistics. SUSB data are available approximately 24 months after each reference year and are available for the United States, each state, and Metropolitan Statistical Areas (MSA). The annual SUSB consist of number of firms, number of establishments, annual payroll, and employment during the week of March 12. In addition, estimated receipts data are included for years ending in 2 and 7. Dynamic data, which are created from the Business Information Tracking Series (BITS), consist of the number of establishments and corresponding employment change for births, deaths, expansions, and contractions. The SUSB is important because it provides the only source of annual, complete, and consistent enterprise-level data for U.S. businesses, with industry detail. Private businesses use the data for market research, strategic business planning, and managing sales territories. State and local governments, as well as, budget, economic development, and planning offices use the data to assess business changes, develop fiscal policies, and plan future policies and programs. In addition, the data are the standard reference source for small business statistics. Users can view the latest SUSB annual data and employment change data on the main SUSB page. For more detailed industry and employment size classes, users can download additional data in comma-delimited format. Annual data are tabulated back to 1988 and employment change data back to 1989-1990. Data users can find news and updates about the SUSB data via the News & Updates section.

Graph and download economic data for All Employees, Total Private (USPRIV) from Jan 1939 to Sep 2025 about headline figure, establishment survey, private industries, private, employment, industry, and USA.

Graph and download economic data for Multiple Jobholders as a Percent of Employed (LNS12026620) from Jan 1994 to Sep 2025 about multiple jobholders, 16 years +, percent, household survey, employment, and USA.

Graph and download economic data for All Employees, Manufacturing (MANEMP) from Jan 1939 to Sep 2025 about headline figure, establishment survey, manufacturing, employment, and USA.

Context

demographics and employment in the united states In the wake of the Great Recession of 2009, there has been a good deal of focus on employment statistics, one of the most important metrics policymakers use to gauge the overall strength of the economy. In the United States, the government measures unemployment using the Current Population Survey (CPS), which collects demographic and employment information from a wide range of Americans each month.

Content

The observations in the dataset represent people surveyed in the September 2013 CPS who actually completed a survey. While the full dataset has 385 variables, in this exercise we will use a more compact version of the dataset, CPSData.csv, which has the following variables:

PeopleInHousehold: The number of people in the interviewee's household.

Region: The census region where the interviewee lives.

State: The state where the interviewee lives.

MetroAreaCode: A code that identifies the metropolitan area in which the interviewee lives (missing if the interviewee does not live in a metropolitan area). The mapping from codes to names of metropolitan areas is provided in the file MetroAreaCodes.csv.

Age: The age, in years, of the interviewee. 80 represents people aged 80-84, and 85 represents people aged 85 and higher.

Married: The marriage status of the interviewee.

Sex: The sex of the interviewee.

Education: The maximum level of education obtained by the interviewee.

Race: The race of the interviewee.

Hispanic: Whether the interviewee is of Hispanic ethnicity.

CountryOfBirthCode: A code identifying the country of birth of the interviewee. The mapping from codes to names of countries is provided in the file CountryCodes.csv.

Citizenship: The United States citizenship status of the interviewee.

EmploymentStatus: The status of employment of the interviewee.

Industry: The industry of employment of the interviewee (only available if they are employed).

Acknowledgements

MITx ANALYTIX

In 2024, the education and health services industry employed the largest number of people in the United States. That year, about 37 million people were employed in the education and health services industry. Education and Health Services Industry Despite being one of the wealthiest nations in the world, the United States has started to fall behind in both education and the health care industry. Although the U.S. spends the most money in both these industries, they do not see their desired results in comparison to other nations. Furthermore, in the education services industry, there was a relatively significant wage gap between men and women. In 2019, men earned about 1,070 U.S. dollars per week on average, while their female counterparts only earned 773 U.S. dollars per week. Employment in the U.S. The 2008 financial crisis was a large-scale event that impacted the entire world, especially the United States. The economy started to improve after 2010, and the number of people employed in the United States has been steadily increasing since then. However, the number of people employed in the education sector is expected to slowly decrease until 2026. The overall unemployment rate in the United States has decreased since 2010 as well.

Graph and download economic data for All Employees, Federal (CES9091000001) from Jan 1939 to Sep 2025 about establishment survey, federal, government, employment, and USA.

Graph and download economic data for All Employees, Government (USGOVT) from Jan 1939 to Sep 2025 about establishment survey, government, employment, and USA.

Graph and download economic data for Infra-Annual Labor Statistics: Working-Age Population Total: From 15 to 64 Years for United States (LFWA64TTUSM647S) from Jan 1977 to Aug 2025 about working-age, 15 to 64 years, population, and USA.

Graph and download economic data for Income Before Taxes: Self-Employment Income by Number of Earners: Consumer Units of Two or More People, No Earners (CXUSFEMPINCLB0704M) from 1984 to 2021 about self-employed, tax, persons, consumer, income, and USA.

Graph and download economic data for All Employees, Local Government (CES9093000001) from Jan 1955 to Sep 2025 about establishment survey, government, employment, and USA.