Data and analysis of Washington's employment conditions, economy, job market and workforce. These reports can help make informed career, hiring and policy decisions.

This dataset uses seasonally adjusted data from the US Bureau of Labor Statistics to present information on Maryland's labor force participation rate, employment rate, and unemployment rate.

Official statistics on employment, unemployment, inactivity, jobs and the Claimant Count for regions, local authorities and parliamentary constituencies. Source agency: Office for National Statistics Designation: National Statistics Language: English Alternative title: Regional Labour Market Statistics

Labour market status by ethnic group, UK, published quarterly, non-seasonally adjusted. Labour Force Survey. These are official statistics in development.

The Labour Force Survey (LFS) is a survey of the population of private households, student halls of residence and NHS accommodation.

The Department of Economic Research Data Index provides information about the economy and labor market in Massachusetts. It includes links to data tools, analytic reports, data visualizations, dashboards and other resources in the following areas:

• Unemployment and Labor Force Data
• Employment Information by Industry
• Employment Information by Occupation
• Information on Massachusetts Employers
• Location Data

In 2025, there were estimated to be approximately *** billion people employed worldwide, compared to **** billion people in 1991 - an increase of around *** 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 ** 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 ****, meaning women made, on average, ** cents per every dollar earned by men.

This dataset provides the number of labor force participants in the State of Qatar, classified by employment sector: private, government, mixed, and domestic. It includes total workforce figures and the annual growth rate by sector. This dataset supports analysis of labor market structure and trends across major employment sectors.

Labor Market Regions (LMRs) correspond to ten geographic areas of the state, which are defined by the New York State Department of Labor. Counties are the building blocks used to build progressively larger geographic areas for which labor market statistics are reported.

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.

View monthly updates and historical trends for US Labor Force Participation Rate. from United States. Source: Bureau of Labor Statistics. Track economic d…

According to a labor force survey in the European Union, indicators for 2024 showed that EU nationals and citizens from other EU countries maintained higher labor force participation and employment rates compared to non-EU27 citizens. Nationals and EU27 citizens had labor force participation rates above ** percent, while non-EU27 citizens were situated at ** percent, and their employment rate was ** percent. Unemployment and youth unemployment rates are highest among non-EU27 citizens, at **** and **** percent respectively.

Labour market activity by nationality, country of birth and age, UK, published quarterly, non-seasonally adjusted. Labour Force Survey. These are official statistics in development.

Black men without a college degree have seen especially strong gains in employment and wages during the pandemic recovery.

Arellano-Bover, Jaime, (2022) “The Effect of Labor Market Conditions at Entry on Workers' Long-Term Skills.” Review of Economics and Statistics 104:5, 1028–1045.

Graph and download economic data for Civilian Labor Force in Wakulla County, FL (LAUCN121290000000006A) from 1990 to 2024 about Wakulla County, FL; Tallahassee; civilian; labor force; FL; labor; household survey; and USA.

The Local Area Unemployment Statistics (LAUS) program facilitates a comprehensive Federal-State collaboration to generate monthly estimates of total employment and unemployment for around 7,300 regions, encompassing counties, cities, and metropolitan statistical areas. These estimates serve as pivotal indicators of local economic health. Orchestrated by the U.S. Department of Labor's Bureau of Labor Statistics (BLS), this dataset offers essential insights into employment dynamics, aiding policymakers, economists, businesses, and researchers in understanding regional labor market trends.

Use and Application: Economists and labor market analysts can use this dataset to analyze local employment and unemployment trends, assess economic disparities among different regions, and identify potential areas for job growth or intervention. Policymakers can make informed decisions about workforce development, job training programs, and economic policies. Businesses can gauge local labor market conditions to inform hiring strategies and expansion plans. Researchers can correlate employment trends with various socio-economic factors, contributing to studies on workforce dynamics. This dataset's nuanced view of employment and unemployment at the local level provides a foundation for targeted economic planning, strategic decision-making, and shaping policies to foster robust and inclusive regional economies.

Unemployment Rate in the United States increased to 4.40 percent in September from 4.30 percent in August 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.

Employment, high-skilled employment, unemployment and inactivity rates by graduate type (postgraduates, graduates and non-graduates) in 2022 and 2023.

This dataset presents labor market data, specifically employment and unemployment statistics in the United States of America. From a methodological point of view, it is an important tool for studying and analyzing the dynamics of the labor market and the economic state of the country. Let's take a look at its key aspects: Unemployment: This is the main indicator that indicates the number of people who are actively looking for work but cannot find it. Unemployment is an important economic indicator because it reflects the degree of utilization of a nation's labor potential and its economic stability. Labor force and its participation: The labor force includes those who are working or actively looking for work. Labor force participation measures what percentage of the civilian population is able and willing to participate in work. Employment and Employment Rate: Employment measures the number of people who have a job, while the employment rate shows the percentage of the workforce that is actually working. Duration of unemployment and the labor market: The dataset may also contain information on the duration of unemployment, which is an important aspect in assessing the efficiency of the labor market. Economic cycles and policy interventions: Data dynamics can indicate economic cycles and the effectiveness of policy interventions on labor and employment. This dataset can be useful to economists, human resource professionals, policy analysts and other researchers as it allows the study and analysis of key aspects of the labor market and unemployment, contributing to the understanding and forecasting of economic trends.