Jobs Data

Extract clean, structured job-posting data from 20+ boards in one Apify run, then put it to use. The pipeline is the same regardless of purpose:

acquire → de-noise → normalize → { analyze | export | rank by résumé }

The reusable value is the cleaned dataset: postings deduplicated across boards, cross-board reposts merged, likely ghost jobs flagged, and fields normalized to a consistent schema. Ghost-job and repost pollution corrupts demand counts, salary statistics, and dashboards just as much as it wastes a job seeker's time — so de-noise is the shared core, and every output mode runs on top of it.

Never invent a posting, a salary, a count, or a keyword. Everything is scraped live from a named Apify Actor and carries its source; missing fields stay blank, and every statistic reports the share of postings it is computed from — see Quality rules.