Datasets and databases from Jobs
In the rapidly evolving job market, having access to comprehensive datasets and databases from leading job portals is invaluable for businesses, researchers, and job seekers alike. These datasets provide insights into hiring trends, job availability, and skill requirements across various industries. Here’s a closer look at some of the most prominent job portals and the datasets they offer, including SEEK, Job.com, Naukri, Dice, and CareerBuilder.
1. SEEK
SEEK is one of the largest employment marketplaces in Australia and New Zealand, providing a robust dataset that includes job listings across a wide range of industries. The data available from SEEK covers various aspects of job listings, such as job titles, descriptions, locations, salary ranges, and required skills. This dataset is particularly useful for understanding regional employment trends, demand for specific roles, and the evolving landscape of job opportunities in the Australasian market.
Key Features of SEEK's Dataset:
- Comprehensive job listings with detailed descriptions.
- Insights into industry-specific hiring trends.
- Geographic data for understanding regional job availability.
- Analysis of salary ranges and compensation trends.
2. Job.com
Job.com is an innovative job portal that uses blockchain technology to create a more transparent and efficient hiring process. The datasets from Job.com provide a wealth of information about job seekers, employers, and the hiring process itself. This data includes anonymized profiles, application rates, job postings, and matching algorithms' effectiveness. The unique blockchain approach also offers data on the authenticity and reliability of job postings, making it a valuable resource for businesses looking to optimize their hiring processes.
Key Features of Job.com's Dataset:
- Blockchain-verified data on job postings and applications.
- Anonymized job seeker profiles and application metrics.
- Analysis of job matching algorithms and their effectiveness.
- Data on the authenticity and transparency of job listings.
3. Naukri
Naukri is one of India's leading job portals, offering a comprehensive database of job listings across various sectors, including IT, finance, healthcare, and more. The datasets from Naukri provide detailed information on job availability, company profiles, recruiter details, and applicant behavior. This data is essential for understanding the job market dynamics in India, including regional hiring trends, popular job roles, and skills in demand.
Key Features of Naukri's Dataset:
- Extensive job listings across multiple industries in India.
- Detailed company and recruiter profiles.
- Data on applicant behavior and job search trends.
- Insights into skill requirements and job market dynamics.
4. Dice
Dice is a specialized job portal focusing on technology and engineering jobs in the United States. The Dice dataset includes comprehensive information on tech job listings, including job descriptions, required skills, certifications, and salary data. This dataset is particularly useful for businesses and researchers looking to analyze trends in the tech job market, such as the demand for specific programming languages, certifications, and emerging tech roles.
Key Features of Dice's Dataset:
- Specialized dataset focusing on tech and engineering jobs.
- Detailed job descriptions and skill requirements.
- Insights into tech certifications and emerging job roles.
- Salary data and compensation trends in the tech industry.
5. CareerBuilder
CareerBuilder is a global job portal offering extensive datasets on job listings, company profiles, and candidate information. The CareerBuilder dataset provides valuable insights into job market trends, including the availability of jobs in different sectors, the average duration of job openings, and candidate demographics. This data is essential for businesses looking to understand hiring trends, develop competitive recruitment strategies, and analyze job market conditions.
Key Features of CareerBuilder's Dataset:
- Comprehensive job listings across various sectors globally.
- Detailed company profiles and candidate demographics.
- Data on job market trends and hiring patterns.
- Analysis of job posting durations and application rates.
Applications of Job Portal Datasets
The datasets from these job portals can be used in various ways, including:
- Market Research: Analyzing job market trends and identifying opportunities in different regions and sectors.
- Recruitment Strategy: Developing targeted recruitment strategies based on insights into candidate behavior and job market conditions.
- Skills Analysis: Understanding the demand for specific skills and certifications across industries.
- Economic Forecasting: Using job market data to predict economic trends and labor market shifts.
Conclusion
Access to comprehensive datasets and databases from job portals like SEEK, Job.com, Naukri, Dice, and CareerBuilder is invaluable for understanding the job market's intricacies. These datasets offer a wealth of information that can help businesses, researchers, and job seekers make informed decisions, optimize hiring processes, and stay ahead of the competition in a dynamic job market. Whether you're looking to analyze hiring trends, develop recruitment strategies, or understand skill requirements, these datasets provide the insights you need to succeed.
Use cases:
Market Research: analyzing job market trends to understand which industries are growing or declining; identifying regional differences in job availability and salary ranges; evaluating the demand for specific job roles across various locations.
Recruitment Strategy: developing targeted recruitment strategies by understanding the demographics and behavior of job seekers; analyzing data on job posting durations and application rates to optimize job advertisements; identifying effective job matching algorithms to enhance recruitment processes.
Skills Analysis: understanding the demand for specific skills
certifications
and experience levels across different industries; analyzing the gap between the skills employers need and the skills job seekers possess; monitoring emerging skills and technologies in high-demand sectors like tech and engineering.
Economic Forecasting: using job market data to predict economic trends and labor market shifts; analyzing employment trends to forecast future industry growth or contraction; assessing the impact of economic changes on hiring practices and job availability.
Business Development: identifying potential business opportunities based on job market trends and demands; analyzing regional job data to determine the best locations for business expansion; understanding industry-specific hiring trends to tailor business services accordingly.
Talent Acquisition: building a talent pipeline by analyzing data on candidate availability and skills; developing outreach programs based on the demographics and interests of potential candidates; enhancing employer branding through insights into what job seekers value in employers.
Monster India Jobs dataset
Data extracted from the site monsterindia.com in
json
format and having more then 21.3 Thousand records
US job listings from CareerBuilder 2021
Data extracted from the site careerbuilder.com in
json
format and having more then 422 Thousand records
Yoga jobs dataset from Naukri
Data extracted from the site naukri.com in
json
format and having more then 18 Thousand records
Naukri India Jobs Dataset | Crawl Feeds
Data extracted from the site naukri.com in
json
format and having more then 175 Thousand records
Naukri Job Listings Dataset: A Comprehensive Insight into the Indian Job Market
Data extracted from the site naukri.com in
json
format and having more then 99.3 Thousand records
Monster India latest jobs free dataset
Data extracted from the site monsterindia.com in
json
format and having more then 1.4 Thousand records
SEEK Australian Jobs Dataset: A Comprehensive Overview of the Australian Job Market
Data extracted from the site seek.com.au in
JSON
format and having more then 244 Thousand records
Upwork freelance jobs dataset
Data extracted from the site upwork.com in
csv
format and having more then 300 records
Monster India jobs dataset oct 2021
Data extracted from the site monsterindia.com in
json
format and having more then 120 Thousand records
Job.com USA Jobs Dataset: A Comprehensive Analysis of the American Job Market
Data extracted from the site job.com in
CSV
format and having more then 340 Thousand records
CareerBuilder US Jobs Dataset – August 2021: A Comprehensive Overview of the American Job Market
Data extracted from the site career builder.com in
json, csv
format and having more then 539 Thousand records
Dice US jobs dataset
Data extracted from the site dice.com in
json
format and having more then 92 Thousand records
Monsterindia jobs datasets
Domain: monsterindia.com
There 3 datasets extracted from the monsterindia.com and data available in both JSON and CSV formats.
Careerbuilder jobs datasets
Domain: careerbuilder.com
There 1 datasets extracted from the careerbuilder.com and data available in both JSON and CSV formats.
Naukri jobs datasets
Domain: naukri.com
There 0 datasets extracted from the naukri.com and data available in both JSON and CSV formats.
Seek jobs datasets
Domain: seek.com.au
There 1 datasets extracted from the seek.com.au and data available in both JSON and CSV formats.
Upwork jobs datasets
Domain: upwork.com
There 1 datasets extracted from the upwork.com and data available in both JSON and CSV formats.
Job jobs datasets
Domain: job.com
There 1 datasets extracted from the job.com and data available in both JSON and CSV formats.
Career builder jobs datasets
Domain: career builder.com
There 1 datasets extracted from the career builder.com and data available in both JSON and CSV formats.
Dice jobs datasets
Domain: dice.com
There 1 datasets extracted from the dice.com and data available in both JSON and CSV formats.