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Built from real job data
What each role actually requires — the in-demand skills, the gaps that cost interviews, and the adjacent moves — drawn from ~200,000 live job listings, not generic advice.
More roles are added as the data clears our confidence bar — every page is backed by a unique, real skill distribution, never a template.