Employment Rate in the United States remained unchanged at 59.70 percent in June. This dataset provides - United States Employment Rate- actual values, historical data, forecast, chart, statistics, economic calendar and news.

In 2023, it was estimated that over 161 million Americans were in some form of employment, while 3.64 percent of the total workforce was unemployed. This was the lowest unemployment rate since the 1950s, although these figures are expected to rise in 2023 and beyond. 1980s-2010s Since the 1980s, the total United States labor force has generally risen as the population has grown, however, the annual average unemployment rate has fluctuated significantly, usually increasing in times of crisis, before falling more slowly during periods of recovery and economic stability. For example, unemployment peaked at 9.7 percent during the early 1980s recession, which was largely caused by the ripple effects of the Iranian Revolution on global oil prices and inflation. Other notable spikes came during the early 1990s; again, largely due to inflation caused by another oil shock, and during the early 2000s recession. The Great Recession then saw the U.S. unemployment rate soar to 9.6 percent, following the collapse of the U.S. housing market and its impact on the banking sector, and it was not until 2016 that unemployment returned to pre-recession levels. 2020s 2019 had marked a decade-long low in unemployment, before the economic impact of the Covid-19 pandemic saw the sharpest year-on-year increase in unemployment since the Great Depression, and the total number of workers fell by almost 10 million people. Despite the continuation of the pandemic in the years that followed, alongside the associated supply-chain issues and onset of the inflation crisis, unemployment reached just 3.67 percent in 2022 - current projections are for this figure to rise in 2023 and the years that follow, although these forecasts are subject to change if recent years are anything to go by.

📂 Dataset Title:

AI Impact on Job Market: Increasing vs Decreasing Jobs (2024–2030)

📝 Dataset Description:

This dataset explores how Artificial Intelligence (AI) is transforming the global job market. With a focus on identifying which jobs are increasing or decreasing due to AI adoption, this dataset provides insights into job trends, automation risks, education requirements, gender diversity, and other workforce-related factors across industries and countries.

The dataset contains 30,000 rows and 13 valuable columns, generated to reflect realistic labor market patterns based on ongoing research and public data insights. It can be used for data analysis, predictive modeling, AI policy planning, job recommendation systems, and economic forecasting.

📊 Columns Description:

Column Name Description

Job Title Name of the job/role (e.g., Data Analyst, Cashier, etc.) Industry Industry sector in which the job is categorized (e.g., IT, Healthcare, Manufacturing) Job Status Indicates whether the job is Increasing or Decreasing due to AI adoption AI Impact Level Estimated level of AI impact on the job: Low, Moderate, or High Median Salary (USD) Median annual salary for the job in USD Required Education Typical minimum education level required for the job Experience Required (Years) Average number of years of experience required Job Openings (2024) Number of current job openings in 2024 Projected Openings (2030) Projected job openings by the year 2030 Remote Work Ratio (%) Estimated percentage of jobs that can be done remotely Automation Risk (%) Probability of the job being automated or replaced by AI Location Country where the job data is based (e.g., USA, India, UK, etc.) Gender Diversity (%) Approximate percentage representation of non-male genders in the job

🔍 Potential Use Cases:

Predict which jobs are most at risk due to automation.

Compare AI impact across industries and countries.

Build dashboards on workforce diversity and trends.

Forecast job market shifts by 2030.

Train ML models to predict job growth or decline.

📚 Source:

This is a synthetic dataset generated using realistic modeling, public job data patterns (U.S. BLS, OECD, McKinsey, WEF reports), and AI simulation to reflect plausible scenarios from 2024 to 2030. Ideal for educational, research, and AI project purposes.

📌 License: MIT

Unemployment Rate in the United States decreased to 4.10 percent in June from 4.20 percent in May of 2025. This dataset provides the latest reported value for - United States Unemployment Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

By the last business day of September 2024, there were about 7.44 million job openings in the United States. This is a decrease from the previous month, when there were 7.86 million job openings. The data are seasonally adjusted. Seasonal adjustment is a statistical method for removing the seasonal component of a time series that is used when analyzing non-seasonal trends.

Labor Force Participation Rate in the United States decreased to 62.30 percent in June from 62.40 percent in May of 2025. This dataset provides the latest reported value for - United States Labor Force Participation Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

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.

Job Offers in the United States increased to 7769 Thousand in May from 7395 Thousand in April of 2025. This dataset provides the latest reported value for - United States Job Openings - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

United States US: Employment Rate: Age 15-74 data was reported at 67.118 % in 2026. This records an increase from the previous number of 66.828 % for 2025. United States US: Employment Rate: Age 15-74 data is updated yearly, averaging 65.646 % from Dec 1985 (Median) to 2026, with 42 observations. The data reached an all-time high of 69.750 % in 2000 and a record low of 61.414 % in 2010. United States US: Employment Rate: Age 15-74 data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s United States – Table US.OECD.EO: Employment and Unemployment: Forecast: OECD Member: Annual.

Labor Market Conditions Index in the United States decreased to 1.50 Index Points in June from 3.30 Index Points in May of 2017. This dataset provides the latest reported value for - United States Labor Market Conditions Index - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Graph and download economic data for Job Openings: Total Nonfarm (JTSJOL) from Dec 2000 to May 2025 about job openings, vacancy, nonfarm, and USA.

In May 2025, about 62.4 percent of the United States civilian labor force participated in the job market. Civilian labor force is a term used by the U.S. Bureau of Labor Statistics (BLS) to describe the subset of Americans who have jobs or are seeking a job, are at least 16 years old, are not serving in the military and are not institutionalized. In other words, all Americans who are eligible to work in the everyday U.S. economy.

In October 2024, the civilian labor force amounted to 168.48 million people in the United States. The term civilian labor force is used by the U.S. Bureau of Labor Statistics (BLS) to describe the subset of Americans who have jobs or are seeking a job, are at least 16 years old, are not serving in the military, and are not institutionalized.

Engineering Job Market Analysis Dataset

  Link to Data Sourcing Code

The code used for data sourcing is publicly available on GitHub: GitHub Repository Link

  Executive Summary





  Motivation and Potential Applications

The rapid advancement of technology has significantly increased the demand for engineering professionals, particularly in computer science and related fields. Understanding current job market trends is crucial for:

Job Seekers: Aligning… See the full description on the dataset page: https://huggingface.co/datasets/yiqing111/Engineering_Jobs_Insight_Dataset.

Snapshot img

US Online Recruitment Market Size 2025-2029

The us online recruitment market size is forecast to increase by USD 4.39 billion at a CAGR of 7.3% between 2024 and 2029.

The Online Recruitment Market in the US is experiencing significant shifts, driven by innovations in the hiring process. Companies are increasingly adopting artificial intelligence (AI) technologies to streamline their recruitment efforts, with AI-powered searches becoming a norm. This trend is transforming the way organizations attract and select talent, enabling faster and more accurate matching of candidates to job openings. However, this dynamic market also presents challenges. The rise in competition has led to a decline in profitability for many players. With numerous recruitment solutions available, differentiating offerings and maintaining a competitive edge becomes crucial. Companies must continually innovate and adapt to meet the evolving needs of clients and candidates. Additionally, ensuring data security and privacy in the digital recruitment process is a growing concern, requiring robust security measures and compliance with regulations. To thrive in this market, organizations must effectively balance innovation, competition, and security to capitalize on opportunities and navigate challenges.

What will be the size of the US Online Recruitment Market during the forecast period?

Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
Request Free SampleIn the dynamic US recruitment market, employers increasingly leverage various strategies to attract and retain top talent. Recruitment advertising through multiple channels, including social media marketing and pay-per-click (PPC) advertising, plays a significant role in reaching a wider candidate pool. Employer reviews, a critical component of brand reputation, influence potential applicants' decisions. Email marketing and referral bonuses are effective tools for engaging current employees and expanding the talent pool. Performance reviews, leadership development, and behavioral interviewing are essential elements of a robust talent acquisition strategy. Social media marketing and talent marketplaces foster diversity recruitment and employee advocacy. Organizational culture, job satisfaction, and employee well-being are crucial factors in retaining top talent. HR dashboards, benefits administration, and workforce analytics provide valuable insights into workforce trends. Inclusive hiring, bias mitigation, and training and development are essential for fostering a diverse and inclusive work environment. Career development opportunities, competency-based interviewing, and structured interviewing contribute to total rewards and skills-based hiring. Employers prioritize these trends to stay competitive in the evolving US recruitment landscape.

How is this market segmented?

The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments. ApplicationHospitalityManufacturingHealthcareBFSIOthersEnd-userEmployersNon-employersPlatform TypeJob PortalsSocial Media RecruitingAI-Based MatchingTechnologyTechnologyHealthcareFinanceEducationService ModeJob PostingCandidate ScreeningEmployer BrandingJob TypeFull-TimePart-TimeFreelanceInternshipsGeographyNorth AmericaUS

By Application Insights

The hospitality segment is estimated to witness significant growth during the forecast period.

The online recruitment market in the US is witnessing significant growth, particularly in the hospitality sector, which currently holds the largest share. Macroeconomic factors and industry developments have fueled this demand, leading companies to automate routine tasks and focus on customer engagement. Consequently, the skillset requirements have evolved, necessitating the hiring of a larger workforce. Moreover, the increase in Meetings, Incentives, Conferences, and Exhibitions (MICE) activities has further boosted the need for employees with soft and operational skills. Video interviewing and social media recruitment have emerged as popular trends, enabling employers to assess candidates more efficiently and engage with a larger talent pool. Talent mobility, executive search, and workforce planning have gained prominence, as companies strive to retain top performers and plan for succession. Psychometric testing, permanent placements, and learning and development have become essential components of the recruitment process, ensuring a good fit and continuous skill development. Compensation benchmarking, mobile recruitment, and hr analytics have become crucial for employers to remain competitive in the market. Cloud-based solutions and hr technology have streamlined processes, while data s

Job Board Software Market Outlook 2032

The global job board software market size was USD 533.73 Million in 2023 and is likely to reach USD 1,180.47 Million by 2032, expanding at a CAGR of 7.78% during 2024–2032. The market is driven by the increasing dependency on the digital solutions of industries worldwide.



Increasing digitalization of recruitment processes is expected to drive the job board software market. These platforms, designed to streamline job posting and application processes, are becoming indispensable tools for organizations seeking to attract and retain top talent. The latest trends in the market indicate a shift toward AI-powered job board software, which match candidates with suitable roles based on their skills, experience, and preferences.



Growing demand for data-driven decision making in recruitment is also influencing the job board software market. Modern job board software not only facilitates job postings but also provides valuable analytics and insights into applicant behavior, job market trends, and recruitment performance. This data is leveraged to refine recruitment strategies, improve candidate experience, and ultimately enhance the quality of hires.



Rising competition for skilled talent is creating significant opportunities for the job board software market. The demand for efficient and effective job board software is expected to surge, as organizations strive to reach a wider pool of candidates and reduce time-to-hire. Furthermore, the increasing prevalence of remote work is likely to boost the market, as job board software enables companies to tap into global talent pools irrespective of geographical boundaries. In conclusion, the job board software market is poised for robust growth, propelled by digital transformation, data-driven recruitment strategies, and the evolving nature of work.

Impact of Artificial Intelligence (AI) in Job Board Software Market

The use of artificial intelligence is likely to boost the job board software market. AI algorithms streamline the recruitment process by automating tasks such as resume screening and candidate matching, saving significant time and resources. Furthermore, AI's <a href="https://dataintelo.com/report/predictive-analytics-to

Key Takeaways

• The Global Agentic AI in Labor Market is set to grow from $2.5 billion in 2024 to $73.9 billion by 2034, with a CAGR of 40.3%.
• On-premises deployment dominated in 2024, securing 56.6% of the market share.
• Large Enterprises led the market, capturing over 68.2% of the share.
• The Customer Service sector saw the highest adoption, holding 33.9% of the market.
• BFSI (Banking, Financial Services, and Insurance) accounted for 28.5% of the market share.
• North America led the market with a 36.7% share, generating approximately $0.9 billion in revenue.
• The U.S. Agentic AI labor market reached $0.73 billion in 2024, with a CAGR of 39.3%.

The global market size of Labor is $XX million in 2018 with XX CAGR from 2014 to 2018, and it is expected to reach $XX million by the end of 2024 with a CAGR of XX% from 2019 to 2024.
Global Labor Market Report 2019 - Market Size, Share, Price, Trend and Forecast is a professional and in-depth study on the current state of the global Labor industry. The key insights of the report:
1.The report provides key statistics on the market status of the Labor manufacturers and is a valuable source of guidance and direction for companies and individuals interested in the industry.
2.The report provides a basic overview of the industry including its definition, applications and manufacturing technology.
3.The report presents the company profile, product specifications, capacity, production value, and 2013-2018 market shares for key vendors.
4.The total market is further divided by company, by country, and by application/type for the competitive landscape analysis.
5.The report estimates 2019-2024 market development trends of Labor industry.
6.Analysis of upstream raw materials, downstream demand, and current market dynamics is also carried out
7.The report makes some important proposals for a new project of Labor Industry before evaluating its feasibility.
There are 4 key segments covered in this report: competitor segment, product type segment, end use/application segment and geography segment.
For competitor segment, the report includes global key players of Labor as well as some small players.
The information for each competitor includes:
* Company Profile
* Main Business Information
* SWOT Analysis
* Sales, Revenue, Price and Gross Margin
* Market Share

For product type segment, this report listed main product type of Labor market
* Product Type I
* Product Type II
* Product Type III

For end use/application segment, this report focuses on the status and outlook for key applications. End users sre also listed.
* Application I
* Application II
* Application III

For geography segment, regional supply, application-wise and type-wise demand, major players, price is presented from 2013 to 2023. This report covers following regions:
* North America
* South America
* Asia & Pacific
* Europe
* MEA (Middle East and Africa)
The key countries in each region are taken into consideration as well, such as United States, China, Japan, India, Korea, ASEAN, Germany, France, UK, Italy, Spain, CIS, and Brazil etc.

Reasons to Purchase this Report:
* Analyzing the outlook of the market with the recent trends and SWOT analysis
* Market dynamics scenario, along with growth opportunities of the market in the years to come
* Market segmentation analysis including qualitative and quantitative research incorporating the impact of economic and non-economic aspects
* Regional and country level analysis integrating the demand and supply forces that are influencing the growth of the market.
* Market value (USD Million) and volume (Units Million) data for each segment and sub-segment
* Competitive landscape involving the market share of major players, along with the new projects and strategies adopted by players in the past five years
* Comprehensive company profiles covering the product offerings, key financial information, recent developments, SWOT analysis, and strategies employed by the major market players
* 1-year analyst support, along with the data support in excel format.
We also can offer customized report to fulfill special requirements of our clients. Regional and Countries report can be provided as well.

Challenger Job Cuts in the United States decreased to 47999 Persons in June from 93816 Persons in May of 2025. This dataset provides the latest reported value for - United States Challenger Job Cuts - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

This graph shows the civilian labor force in the United States from 1990 to 2024. In 2024, the number of people who had jobs or were seeking employment amounted to about 168.11 million.