Dataset

job-postings-feed-pl

Jobs & Workforce AWS 1 source

A continuously refreshed three-month window of Polish job vacancy data hosted on AWS Data Exchange, delivered through the same ingestion process used for the United States collection.

Dataset card

The Techmap job-postings-feed-pl is a commercial data feed of hiring activity in Poland, delivered as a rolling three-month window. It is published by Techmap and licensed on a subscription basis.

What this dataset contains

The feed tracks job postings originating from Poland, capturing near-real-time hiring demand across the labour market. It is maintained as a rolling three-month window, so historical depth beyond that horizon is not part of the standard deliverable. Coverage is limited to the Polish market and is intended for clients who need continuous, refreshed posting-level data.

Structure and fields

Public schema details for this feed are not provided in the available documentation, and the column list is listed as unknown by the publisher. No sample rows have been published for inspection, so the exact field names, posting identifiers, employer attributes, and timestamp formats cannot be confirmed. Subscribers typically receive the feed through a structured data delivery, but the precise record layout is established at onboarding.

How analysts use it

Investors and macro analysts use country-level posting feeds to construct high-frequency proxies for labour-market tightness, sector hiring momentum, and employer-level growth signals. For Poland, the feed could support country-specific nowcasts of employment, wage pressure indicators, and competitive benchmarking across industries hiring in the region. Within a broader European labour dataset stack, it helps differentiate Polish trends from euro-area aggregates.

Documentation & references 1
  1. Techmap/job-postings-feed-pl: listing on AWS Data Exchange

Further reading

All guides
  • What is alternative data?Alternative data in investment research: what the term covers, how it differs from data format, and why provenance, timing, access and validation matter.
  • Job postings as an investment signalWhy hiring data predicts fundamentals: growth intent, expansion geography, technology adoption and cost control, how postings are collected, structured and turned into tradeable indicators.
  • Web scraping and compliance in alternative dataHow scraped datasets are actually collected, where terms of service and computer-muse laws draw lines, what hiQ v. LinkedIn settled and did not, and the diligence checklist for legally fragile data.
  • Free alternative data sourcesThe practical list of free alternative-data sources for investors: public filings, official statistics, satellite and earth observation, on-chain data, web archives and open registries, what each covers, what it costs in engineering effort, and where free data falls short.
  • Alternative data for investingHow funds turn alternative data into an investment edge: signal families, evaluation, backtesting, compliance and the build-vs-buy decision, mapped to the datasets and providers indexed on this encyclopedia.
  • Job market data: datasets and providersThe datasets and providers behind labor-market signals: job postings, payroll, employee profiles and job-change data, what each source measures, its caveats and how to choose one.

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