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.

This monthly compendium of statistics and articles on the Labour Market was been replaced by the Economic and Labour Market Review.

Source agency: Office for National Statistics

Designation: Official Statistics not designated as National Statistics

Language: English

Alternative title: LMT

Number of persons in the labour force (employment and unemployment), unemployment rate, participation rate and employment rate by data type (seasonally adjusted and trend-cycle), gender and age group. 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.

A summary of metrics to understand changes within occupations between 2016 and 2021, with a look at movements in and out of the workforce in addition to workforce demographics.

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.

Discover the "Job.com USA Jobs Dataset," a detailed resource that provides an in-depth look at the job market in the United States.

This dataset is sourced from Job.com, a leading employment platform in the USA, and includes comprehensive information on job listings across various industries and regions.

Key Features:

• Extensive Job Listings: Features a wide range of job postings from different sectors and industries, offering a comprehensive overview of employment opportunities across the United States.
• Detailed Information: Each listing includes important details such as job titles, company names, job descriptions, locations, employment types (full-time, part-time, remote, contract), required qualifications, and salary data.
• Insights into Market Trends: Analyze current trends in the US job market, including in-demand skills, leading employers, popular job roles, and geographic distribution of job opportunities.
• Ideal for Research and Analysis: This dataset is perfect for researchers, HR professionals, and data analysts interested in studying labor market trends, developing recruitment strategies, or understanding the employment dynamics in the USA.

The Job.com USA Jobs Dataset offers valuable insights into the American job market, making it a crucial resource for job seekers, employers, and researchers alike. Use this dataset to stay ahead of market trends, explore employment opportunities, and gain a deeper understanding of job market dynamics in the United States.

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.

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

A collection of online resources where one can obtain different Labour Market Information.

The Labour Force Survey (LFS) is a monthly survey of Canadian households carried out by Statistics Canada. It was developed after the Second World War to satisfy a need for reliable and timely data on the labour market due to the massive labour market changes involved in the transition from a war to peace-time economy. The objectives of the LFS have been to divide the working-age population into three mutually exclusive labour force status categories (employed, unemployed, and not in the labour force) and to provide descriptive and explanatory data on each of these groups. With the release of the survey results only 10 days after the completion of data collection, the LFS estimates are the first of the major monthly economic data series to be released. The LFS is the source of Canada's official unemployment rates, including the rates used by Employment and Social Development Canada in the calculation of Employment Insurance (EI) eligibility and benefit criteria. Data from the survey also provide information on major labour market trends, such as shifts in employment across industrial sectors, hours worked and labour force participation. The LFS also provides employment estimates by industry, occupation, public and private sector, hours worked and much more, all cross-classifiable by a variety of demographic characteristics. Estimates are produced for Canada, the provinces, the territories and a large number of sub-provincial regions. For employees, data on wage rates, union status, job permanency and establishment size are also produced.

Labour market information including employment rates, unemployment rates and zero hour contracts for those aged 16 and above in the UK, split by age group.

An essential resource for all users of UK economic and labour market statistics. It draws together the expert research and analysis and range of content found in Economic Trends and Labour Market Trends to build an up-to-date, comprehensive and unique statistical picture of the UK economy and labour market.

Source agency: Office for National Statistics

Designation: National Statistics

Language: English

Alternative title: ELMR

This file contains data dictionaries for the following datasets within LMIP (http://lmip.gov.au/):

Summary Data Employment by Industry Employment by Industry Time Series Employment Projections by Industry Employment by occupation Unemployment Rate, Participation Rate & Employment Rate Time Series for States/Territories Unemployment Duration Population by Age Group Population by Age Group Time Series Population by Labour Force Status

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

Australia Industrial Trends Survey: Composite Index: Labour Market data was reported at 43.900 Index in Mar 2025. This stayed constant from the previous number of 43.900 Index for Dec 2024. Australia Industrial Trends Survey: Composite Index: Labour Market data is updated quarterly, averaging 48.800 Index from Sep 2014 (Median) to Mar 2025, with 43 observations. The data reached an all-time high of 60.100 Index in Sep 2017 and a record low of 29.400 Index in Jun 2020. Australia Industrial Trends Survey: Composite Index: Labour Market data remains active status in CEIC and is reported by Australian Chamber of Commerce and Industry. The data is categorized under Global Database’s Australia – Table AU.S043: Australian Chamber-Westpac Industrial Trends Survey.

The Labour Force Survey (LFS) is a household survey carried out monthly by Statistics Canada. Since its inception in 1945, the objectives of the LFS have been to divide the working-age population into three mutually exclusive classifications - employed, unemployed, and not in the labour force - and to provide descriptive and explanatory data on each of these categories. Data from the survey provide information on major labour market trends such as shifts in employment across industrial sectors, hours worked, labour force participation and unemployment rates, employment including the self-employed, full and part-time employment, and unemployment. It publishes monthly standard labour market indicators such as the unemployment rate, the employment rate and the participation rate. The LFS is a major source of information on the personal characteristics of the working-age population, including age, sex, marital status, educational attainment, and family characteristics. Employment estimates include detailed breakdowns by demographic characteristics, industry and occupation,job tenure, and usual and actual hours worked. This dataset is designed to provide the user with historical information from the Labour Force Survey. The tables included are monthly and annual, with some dating back to 1976. Most tables are available by province as well as nationally. Demographic, industry, occupation and other indicators are presented in tables derived from the LFS data. The information generated by the survey has expanded considerably over the years with a major redesign of the survey content in 1976 and again in 1997, and provides a rich and detailed picture of the Canadian labour market. Some changes to the Labour Force Survey (LFS) were introduced which affect data back to 1987. There are three reasons for this revision: The revision enables the use of improved population benchmarks in the LFS estimation process. These improved benchmarks provide better information on the number of non-permanent residents. There are changes to the data for the public and private sectors from 1987 to 1999. In the past, the data on the public and private sectors for this period were based on an old definition of the public sector. The revised data better reflects the current public sector definition, and therefore result in a longer time series for analysis. The geographic coding of several small Census Agglomerations (CA) has been updated historically from 1996 urban centre boundaries to 2001 CA boundaries. This affects data from January 1987 to December 2004. It is important to note that the changes to almost all estimates are very minor, with the exception of the public sector series and some associated industries from 1987 to 1999. Rates of unemployment, employment and participation are essentially unchanged, as are all key labour mark et trends. The article titled Improvements in 2006 to the LFS (also under the LFS Documentation button) provides an overview of the effect of these changes on the estimates. The seasonally-adjusted tables have been revised back three years (beginning with January 2004) based on the latest seasonal output.

Temporary Labor Market size is projected to reach over USD 794.35 bn by 2032 from a value of USD 556.04 bn in 2024 and is projected to grow by USD 571.49 bn in 2025, registering a CAGR of 4.6% from 2025 to 2032.

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.