RECRUITMENT
Multi-country job-board aggregation (VDAB, Le Forem, EURES, Indeed)
Mesoworks · 6 weeks · maintained
The brief
Problem, approach, result.
Problem
A recruitment workflow depended on postings spread across VDAB, Le Forem, EURES, Indeed, and more, each with its own layout, language, and quirks.
Checking them manually meant slow coverage and constant duplicates.
Approach
- Built a scraper per source, each resilient to that board’s pagination and layout.
- Normalised every posting into one schema (title, location, employer, link, date) regardless of source.
- Deduplicated across boards and delivered the clean pipeline through an API into the client’s tools.
Result
Five job boards became one daily, deduplicated feed, full coverage without the manual sweep.
When a board changes layout, monitoring flags it within a day so the pipeline never silently goes stale.
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