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.

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.

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.

The Job Openings and Labor Turnover Survey (JOLTS) program provides national estimates of rates and levels for job openings, hires, and total separations. Total separations are further broken out into quits, layoffs and discharges, and other separations. Unadjusted counts and rates of all data elements are published by supersector and select sector based on the North American Industry Classification System (NAICS). The number of unfilled jobs—used to calculate the job openings rate—is an important measure of the unmet demand for labor. With that statistic, it is possible to paint a more complete picture of the U.S. labor market than by looking solely at the unemployment rate, a measure of the excess supply of labor. Information on labor turnover is valuable in the proper analysis and interpretation of labor market developments and as a complement to the unemployment rate. For more information and data visit: https://www.bls.gov/jlt/

Main labour market statistics time series data (large dataset).

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

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.

In 2024, the employment-to-population ratio worldwide was estimated to be approximately 58 percent, indicating that nearly 60 percent of the global population above 15 years was employed. Among the provided regions, Africa had the highest employment-to-population ratio, at 60 percent, with Europe and Central Asia having the lowest at 55 percent. Global income growth As greater portions of the population hold stable employment over time, income has also grown globally. From 1970 until today, North America has seen the largest increase in net national incomes per capita, but this increase has occurred in other regions as well. In terms of real wages, while they have grown over time, they have experienced a slight decrease in light of the high global inflation rates. Decrease in child labor Even though greater proportions of the population are employed, child labor has decreased over time. In 2000, there were 245 million children working, which has decreased to 160 million by 2020. The majority of working children are in the agricultural sector, especially younger children within the 5-11 and 12-14 age groups.

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

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 Market: UF: Sverdlovsk Region: Yekaterinburg City: Number of Registered Job Seekers data was reported at 5,135.000 Person in 2019. This records an increase from the previous number of 4,540.000 Person for 2018. Labour Market: UF: Sverdlovsk Region: Yekaterinburg City: Number of Registered Job Seekers data is updated yearly, averaging 7,601.000 Person from Dec 1993 (Median) to 2019, with 27 observations. The data reached an all-time high of 18,352.000 Person in 2009 and a record low of 4,023.000 Person in 1993. Labour Market: UF: Sverdlovsk Region: Yekaterinburg City: Number of Registered Job Seekers data remains active status in CEIC and is reported by Federal State Statistics Service. The data is categorized under Russia Premium Database’s Demographic and Labour Market – Table RU.GB050: Labour Market Statistics: by City: Ural Federal District. Number of Registered Job Seekers refers to job seekers registered by government employment agencies Численность не занятых трудовой деятельностью граждан охватывает лиц, состоящих на учете в государственных учреждениях службы занятости

In the fourth quarter of 2024, there were around ******* vacancies in the manufacturing industry in Germany. In the information and communication industry there were also ****** job openings recorded.

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

Job Search Engines Market Outlook

The global job search engines market is poised for significant growth, with a market size projected to expand from $2.3 billion in 2023 to approximately $4.9 billion by 2032, reflecting a compound annual growth rate (CAGR) of 8.8%. This growth is driven by an increasing reliance on digital platforms for job searching and recruitment processes, which offer more efficient, comprehensive, and accessible options for both job seekers and employers. The integration of advanced technologies such as artificial intelligence and machine learning into job search platforms is enhancing the user experience by providing personalized job recommendations and improving matching accuracy, thus driving market growth. Moreover, the global workforce's shift towards more flexible and remote working arrangements has fueled the demand for digital job search solutions, further propelling the market forward.

One of the primary growth factors of the job search engines market is the rapid digital transformation across industries. As organizations increasingly adopt digital tools to streamline their operations, the recruitment process has also undergone a significant transformation. Job search engines facilitate this transition by enabling employers to reach a broader candidate pool and job seekers to access numerous employment opportunities efficiently. Furthermore, the increasing internet penetration and smartphone adoption globally have made these platforms more accessible, especially in emerging economies. The convenience and speed offered by job search engines compared to traditional recruitment methods have significantly contributed to their widespread adoption. These platforms not only save time for both parties involved but also reduce costs associated with hiring processes.

Another crucial factor contributing to market growth is the rising demand for skilled labor in specialized fields. Industries such as IT, healthcare, and engineering are experiencing a surge in demand for qualified professionals, driven by technological advancements and industry-specific developments. Job search engines have become invaluable tools in bridging the gap between talent demand and supply. They provide a platform for job seekers to showcase their skills and for employers to find the right candidates with the necessary expertise. The ability of these platforms to leverage data analytics and artificial intelligence to match candidates with appropriate job opportunities enhances their value proposition and drives their adoption across various industry verticals.

Furthermore, the evolving nature of the global workforce is a significant growth driver for the job search engines market. The shift towards gig economy and freelance work is reshaping how individuals pursue career opportunities. Job search platforms have adapted to this trend by offering features tailored to freelancers and gig workers, such as project-based listings and flexible job options. This shift is particularly pronounced among younger generations who prioritize work-life balance and flexibility over traditional employment models. As a result, job search engines have expanded their offerings to cater to this growing segment of the workforce, further fueling market growth. The ability of these platforms to cater to diverse employment needs makes them indispensable in today's dynamic job market.

Crawler Based Search Engine technology plays a pivotal role in enhancing the efficiency and reach of job search engines. These search engines utilize automated bots, known as crawlers, to systematically browse the web and index job listings from various sources. This approach ensures that job seekers have access to a comprehensive database of employment opportunities, which is continuously updated as new listings become available. By leveraging crawler technology, job search platforms can offer a more extensive range of job postings, providing users with a greater selection of potential career paths. This capability is particularly beneficial in industries with high turnover rates or rapidly changing job markets, where timely access to new listings is crucial for both job seekers and employers.

Regionally, North America remains a dominant player in the job search engines market, primarily due to the high adoption rate of digital recruitment solutions and the presence of key market players in the region. The robust technological infrastructure and high internet penetration further bolster the market's growth in North America. However, Asia Pacific is expected to

Labour market statistics summary data table, including earnings, employment, unemployment, redundancies and vacancies, Great Britain and UK, published monthly.

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.

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.

Labour Market: FE: Magadan City: No of Registered Job Seekers data was reported at 549.000 Person in 2019. This records an increase from the previous number of 514.000 Person for 2018. Labour Market: FE: Magadan City: No of Registered Job Seekers data is updated yearly, averaging 1,415.500 Person from Dec 1992 (Median) to 2019, with 28 observations. The data reached an all-time high of 3,367.000 Person in 2001 and a record low of 450.000 Person in 2013. Labour Market: FE: Magadan City: No of Registered Job Seekers data remains active status in CEIC and is reported by Federal State Statistics Service. The data is categorized under Russia Premium Database’s Demographic and Labour Market – Table RU.GB052: Labour Market Statistics: by City: Far East Federal District. Number of Registered Job Seekers refers to job seekers registered by government employment agencies Численность не занятых трудовой деятельностью граждан охватывает лиц, состоящих на учете в государственных учреждениях службы занятости