Dark Mode
Employment Opportunities Dataset
Data Science and Analytics
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
This dataset is derived from a job data scraper project, meticulously designed to extract and organise essential job listing information from public websites. It serves as a valuable resource for building a database of job listings and gaining insights into the dynamic job market. The extracted data offers a detailed view of job particulars, company information, and location-based attributes.
Columns
The dataset includes the following key features from each job listing:
-
Identifiers:
_version_: The version identifier for the job data.guid: A unique identifier specific to the job listing.reqid: The job requisition ID.buid: A unique business identifier.id: A general identifier for the job.
-
Geographical Information:
GeoLocation: Geographic coordinates of the job's location.country_exact: The precise country where the job is situated.city_exact: The exact city of the job location.state_exact: The state or region of the job's location.postal_code: The postal code of the job location.
-
Chronological Information:
date_added: The date when the job was initially added to the listing.date_new: The date the job became new.date_updated: The most recent date when the job listing was updated.salted_date: A derived date attribute.
-
Company Information:
company_exact: The precise name of the company offering the job.company_member: A specific identifier relating to the company's membership status.
-
Additional Information:
federal_contractor: Indicates whether the company operates as a federal contractor.is_posted: Shows if the job is currently live or posted.network: Details concerning the company's network.on_sites: Information regarding the onsite locations for the job.
-
Job Details:
title_exact: The precise title of the job.score: A score associated with the job listing.description: The full text of the job description.
Distribution
The dataset is typically provided in CSV format. Specific figures for the total number of rows or records are not currently available.
Usage
This dataset can be effectively utilised to:
- Establish a robust database of job listings.
- Monitor and track job market trends over time.
- Analyse the broader job market landscape, identifying patterns and shifts. It provides a foundational tool for a variety of applications.
Coverage
The geographic scope of the data is global, with a notable emphasis on United States job listings. Information regarding specific time ranges for the job postings within the dataset is not detailed. The dataset was listed on the Opendatabay platform on 27th June 2025.
License
CC-BY
Who Can Use It
This dataset is an ideal tool for:
- Job seekers: To find opportunities and understand the market.
- Recruiters: To source candidates and analyse talent pools.
- Business analysts: To gain insights into industry hiring patterns and economic indicators.
Dataset Name Suggestions
- National Labor Exchange Job Listings
- Global Job Market Data
- Employment Opportunities Dataset
- Job Listing Scraper Data
Attributes
Original Data Source: National Labor Exchange Job Listing Data
QUALITY