Dataset

structured-job-listings-database

A cleaned, structured repository of job listings from multiple boards, with duplicate removal and records of when posts open and close.

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Dataset card

LinkUp's structured job listings database is a commercial dataset of deduplicated, point-in-time job postings collected directly from company websites and employer feeds. It is published by LinkUp, a vendor focused on labor-market data.

What this dataset contains

The dataset consists of job postings captured in a point-in-time manner, which means each record reflects the listing as it appeared at a specific moment rather than as a revised or back-filled record. LinkUp emphasizes deduplication, so the same role posted across multiple channels is collapsed into a single canonical posting. The exact schema is not published, and no row count or geographic coverage is disclosed in the available documentation.

Structure and fields

Because the column list is not provided, the precise field structure cannot be described from the supplied facts. The tags indicate that postings carry a point-in-time timestamp and pass through a deduplication process, but the names of columns such as job title, employer, location, or posting date are not confirmed in the available material. Readers seeking schema details would need to consult LinkUp directly.

How analysts use it

Investors typically use point-in-time, deduplicated job postings to track labor demand at employers, sectors, or geographies, often as a leading indicator of hiring trends and corporate growth. Given that the dataset is sold under a commercial license and lacks publicly documented columns, any analyst considering it would need to confirm field-level coverage, history depth, and update cadence with the vendor before integrating it into a workflow.

Documentation & references 2