Working with job data · 2026-08-19
Deduplicating job postings is harder than it looks
Exact matching finds a fraction. Fuzzy matching merges roles that are genuinely different. Here is the shape of the problem.
Everything we have written about deduplication: what the data shows, where the common readings go wrong, and what we can and cannot measure.
Working with job data · 2026-08-19
Exact matching finds a fraction. Fuzzy matching merges roles that are genuinely different. Here is the shape of the problem.
How we measure · 2026-08-11
Every number on this site depends on this definition, so here it is in full.