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.

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.

LinkUp Raw contains the most complete set of LinkUp’s job market data, dating back to 2007. The dataset includes full job postings sourced directly from employer websites as well as statistics and analysis of the job postings. Delivered daily, LinkUp Raw consists of 4 distinct components: individual job records, individual descriptions, core aggregates, and company reference data.

The dataset includes over 20 unique job and company level attributes and identifiers, such as, job title, full job description, job URL, company name, location, occupation code, sector code, ticker, reference data, and more.

Use Cases for Job Market Data:

-Rely on a unique, timely, and accurate job listings dataset sourced directly from employer websites globally. LinkUp collects, refines, and distributes data to deliver insightful, predictive, and actionable job market information.

-Perform deeper analysis with extensive global coverage, irreplaceable history, and over 20 unique job and company level attributes and identifiers.

-Enhance Alpha. Create models and signals to assess and predict job growth at the macro, sector, geographic, and individual company level

In 2025, there were estimated to be approximately 3.6 billion people employed worldwide, compared to 2.23 billion people in 1991 - an increase of around 1.4 billion people. There was a noticeable fall in global employment between 2019 and 2020, when the number of employed people fell from due to the sudden economic shock caused by the COVID-19 pandemic. Formal vs. Informal employment globally Worldwide, there is a large gap between the informally and formally employed. Most informally employed workers reside in the Global South, especially Africa and Southeast Asia. Moreover, men are slightly more likely to be informally employed than women. The majority of informal work, nearly 90 percent, is within the agricultural sector, with domestic work and construction following behind. Women’s employment As the number of employees has risen globally, so has the number of employed women. Overall, care roles such as nursing and midwifery have the highest shares of female employees globally. Moreover, while the gender pay gap has shrunk over time, it still exists. As of 2024, the uncontrolled gender pay gap was 0.83, meaning women made, on average, 83 cents per every dollar earned by men.

Temporary Labor Market Outlook

The global temporary labor market size was valued at approximately $500 billion in 2023 and is projected to reach around $780 billion by 2032, growing at a compound annual growth rate (CAGR) of 5.1%. This growth is attributed to an increasing demand for flexible workforce solutions across various industry verticals and the rising need for cost-effective labor options amidst fluctuating economic conditions. The expanding gig economy and advancements in technology that facilitate remote work and temporary hiring processes are also significant contributing factors.

One of the primary growth drivers in the temporary labor market is the increasing preference for flexible work arrangements. Modern businesses are continuously seeking ways to adapt to market demands without the long-term commitment of permanent hires. Temporary labor allows companies to scale their workforce up or down based on project needs, seasonal demands, or economic conditions. This flexibility is particularly crucial in industries with high variability in workload, such as retail and hospitality, where demand can surge during certain periods and wane during others.

Another critical factor contributing to the growth of the temporary labor market is the rising trend of specialization within the workforce. As industries evolve, the demand for highly specialized skills has increased. Temporary labor provides a solution for companies needing niche expertise for specific projects or limited durations. For instance, in the IT and telecommunications sector, temporary professionals with specialized skills can be brought in to manage projects such as software development or network upgrades, ensuring that the company remains competitive without the need for permanent hires.

Technological advancements have also played a pivotal role in the expansion of the temporary labor market. Platforms and online marketplaces have emerged, making it easier for employers to connect with temporary workers and for workers to find short-term employment opportunities. These technologies streamline the hiring process, reduce overhead costs, and ensure a better match between employers' needs and workers' skills. Additionally, the growth of remote work enables businesses to hire temporary labor from a global talent pool, further enhancing their operational flexibility.

Temporary Healthcare Staffing has emerged as a critical component within the broader temporary labor market, particularly in response to the dynamic needs of the healthcare industry. The demand for temporary healthcare professionals, such as nurses, medical technicians, and administrative staff, is driven by the necessity to address staffing shortages and manage fluctuating patient care demands. This flexibility is essential for healthcare facilities to maintain high standards of care, especially during peak periods or unforeseen circumstances, such as public health emergencies. Temporary healthcare staffing not only provides a solution to immediate staffing gaps but also allows healthcare providers to access specialized skills and expertise without the long-term commitment of permanent hires.

Regionally, North America remains a significant player in the temporary labor market, driven by a well-established gig economy and a high rate of technological adoption. The Asia Pacific region is expected to experience the fastest growth, with countries like India and China leading the way due to their large labor force and rapidly expanding industries. Europe also shows robust demand for temporary labor, especially in sectors like manufacturing and healthcare. The Middle East & Africa and Latin America, while smaller in market size, are gradually catching up as businesses in these regions recognize the benefits of flexible labor solutions.

Employment Type Analysis

When segmented by employment type, the temporary labor market can be broadly categorized into skilled labor, unskilled labor, and professional services. Skilled labor includes workers who have specific skills or training, such as electricians, plumbers, and machine operators. This segment is crucial for industries that require precision and expertise, like construction and manufacturing. The demand for skilled labor is robust, driven by ongoing infrastructure projects and the need for specialized trades that cannot be easily automated.

Unskilled labor, on the other hand, comprises workers who pe

The Occupational Employment and Wage Statistics (OES) program conducts a semi-annual survey to produce estimates of employment and wages for specific occupations. The OES program collects data on wage and salary workers in nonfarm establishments in order to produce employment and wage estimates for about 800 occupations. Data from self-employed persons are not collected and are not included in the estimates. The OES program produces these occupational estimates by geographic area and by industry. Estimates based on geographic areas are available at the National, State, Metropolitan, and Nonmetropolitan Area levels. The Bureau of Labor Statistics produces occupational employment and wage estimates for over 450 industry classifications at the national level. The industry classifications correspond to the sector, 3-, 4-, and 5-digit North American Industry Classification System (NAICS) industrial groups. More information and details about the data provided can be found at http://www.bls.gov/oes

Number of employees by North American Industry Classification System (NAICS) and data type (seasonally adjusted, trend-cycle and unadjusted), last 5 months. Data are also available for the standard error of the estimate, the standard error of the month-to-month change and the standard error of the year-over-year change.

Employment by industry and sex, UK, published quarterly, non-seasonally adjusted. Labour Force Survey. These are official statistics in development.

Introducing Job Posting Datasets: Uncover labor market insights!

Elevate your recruitment strategies, forecast future labor industry trends, and unearth investment opportunities with Job Posting Datasets.

Job Posting Datasets Source:

1. Indeed: Access datasets from Indeed, a leading employment website known for its comprehensive job listings.

2. Glassdoor: Receive ready-to-use employee reviews, salary ranges, and job openings from Glassdoor.

3. StackShare: Access StackShare datasets to make data-driven technology decisions.

Job Posting Datasets provide meticulously acquired and parsed data, freeing you to focus on analysis. You'll receive clean, structured, ready-to-use job posting data, including job titles, company names, seniority levels, industries, locations, salaries, and employment types.

Choose your preferred dataset delivery options for convenience:

Receive datasets in various formats, including CSV, JSON, and more. Opt for storage solutions such as AWS S3, Google Cloud Storage, and more. Customize data delivery frequencies, whether one-time or per your agreed schedule.

Why Choose Oxylabs Job Posting Datasets:

1. Fresh and accurate data: Access clean and structured job posting datasets collected by our seasoned web scraping professionals, enabling you to dive into analysis.

2. Time and resource savings: Focus on data analysis and your core business objectives while we efficiently handle the data extraction process cost-effectively.

3. Customized solutions: Tailor our approach to your business needs, ensuring your goals are met.

4. Legal compliance: Partner with a trusted leader in ethical data collection. Oxylabs is a founding member of the Ethical Web Data Collection Initiative, aligning with GDPR and CCPA best practices.

Pricing Options:

Standard Datasets: choose from various ready-to-use datasets with standardized data schemas, priced from $1,000/month.

Custom Datasets: Tailor datasets from any public web domain to your unique business needs. Contact our sales team for custom pricing.

Experience a seamless journey with Oxylabs:

• Understanding your data needs: We work closely to understand your business nature and daily operations, defining your unique data requirements.
• Developing a customized solution: Our experts create a custom framework to extract public data using our in-house web scraping infrastructure.
• Delivering data sample: We provide a sample for your feedback on data quality and the entire delivery process.
• Continuous data delivery: We continuously collect public data and deliver custom datasets per the agreed frequency.

Effortlessly access fresh job posting data with Oxylabs Job Posting Datasets.

Between 2023 and 2027, the majority of companies surveyed worldwide expect big data to have a more positive than negative impact on the global job market and employment, with ** percent of the companies reporting the technology will create jobs and * percent expecting the technology to displace jobs. Meanwhile, artificial intelligence (AI) is expected to result in more significant labor market disruptions, with ** percent of organizations expecting the technology to displace jobs and ** percent expecting AI to create jobs.

Labour statistics by job category, for Canada, the provinces and territories, annual.

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.

Global Employment Services market size is expected to reach $3237.5 billion by 2029 at 10.7%, segmented as by type, employment placement agencies, executive search services, temporary help services, professional employer organizations

Monitoring and assessing the Employment Insurance (EI) program helps provide a clear understanding of its impact on the Canadian economy and its effectiveness in addressing the needs of Canadian workers, their families and their employers. These files include data from Annex 1 Key Labour Market Statistics Data Tables.

Number of employees by North American Industry Classification System (NAICS) and type of employee, last 5 years.

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.

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

Digital Labor Market is estimated to reach USD 23.7 Billion By 2034, Riding on a Strong 17.20% CAGR throughout the forecast period.

Career Advisory Service Market Outlook

The global Career Advisory Service market size was valued at approximately $2.5 billion in 2023 and is projected to reach $5.8 billion by 2032, growing at a compound annual growth rate (CAGR) of 9.3% during the forecast period. The growth factor driving this market includes the increasing need for career guidance due to rapid changes in job markets and the evolving landscape of career opportunities.

One of the major growth factors for the Career Advisory Service market is the continuous transformation in various industries driven by technological advancements. As industries adapt to digitalization and automation, the skill requirements for jobs are changing rapidly. This transformation compels both new job seekers and experienced professionals to seek career advisory services to stay relevant in the job market. Moreover, the rise of new job roles, especially in tech-driven sectors, has created a demand for specialized career counseling and job search assistance.

Another significant driver is the growing awareness of career management among students and professionals. Educational institutions and corporations are increasingly recognizing the importance of career development services in ensuring long-term success. Programs aimed at enhancing employability skills, such as resume building and interview preparation, are becoming integral components of educational curricula and corporate training sessions. This shift is expected to bolster market growth as more institutions and companies invest in career advisory services.

Additionally, the increasing competition in the job market has driven individuals to seek out professional career advisory services to gain a competitive edge. High unemployment rates in certain regions, coupled with the influx of graduates entering the job market, have made it vital for candidates to differentiate themselves. Services such as personalized career counseling and job search assistance are becoming essential for job seekers to navigate the competitive landscape effectively. The emphasis on lifelong learning and career adaptability further accentuates the demand for these services.

In terms of the regional outlook, North America is expected to dominate the market due to the presence of numerous career advisory firms and a high level of awareness about career development services. The region's robust educational infrastructure and a strong corporate sector further contribute to the market's growth. Meanwhile, Asia Pacific is anticipated to witness the fastest growth, driven by rapid economic development, urbanization, and a burgeoning middle class increasingly investing in career advancement services.

Service Type Analysis

The Career Advisory Service market is segmented by service type, which includes Career Counseling, Resume Building, Interview Preparation, Job Search Assistance, and Others. Career Counseling is expected to hold a significant share of the market. This service type involves personalized guidance to help individuals understand their career options, strengths, and areas for improvement. The growing complexity of career choices and the emphasis on achieving career satisfaction are key factors driving the demand for career counseling services. Additionally, career counseling services are evolving to include not only traditional counseling but also digital platforms and AI-driven tools that provide tailored advice.

Resume Building services are also crucial in the career advisory ecosystem. With the increasing importance of first impressions in job applications, professionally crafted resumes can significantly enhance a candidate's chances of securing job interviews. This service type is gaining traction as job seekers recognize the value of a well-presented resume in catching the attention of potential employers. Companies offering resume building services are incorporating advanced techniques such as keyword optimization and industry-specific formatting to meet the expectations of automated recruitment systems and human recruiters alike.

Interview Preparation services are essential for job seekers aiming to perform effectively during job interviews. These services often include mock interviews, feedback sessions, and tips on handling common interview questions. The rise in remote and video interviews, especially post-pandemic, has led to a surge in demand for specialized interview preparation services that address the nuances of virtual communication. Interview preparation services are not only beneficial for entry-level candidates