{"id":"skill/manual-testing","kind":"skill","v":1,"title":"Manual Testing","line":"On 40 profiles in the career graph; most in QA / Testing","aliases":[],"tags":["role:qa-testing"],"facts":[{"label":"Listed on profiles","value":"40","trust":"community","source":0},{"label":"In QA / Testing","value":"62 profiles","trust":"community","source":0}],"data":{"name":"Manual Testing","frequency":40,"roles":[{"role_id":"QA / Testing","skill_id":"Manual Testing","count":62}],"tree":null},"links":[{"rel":"role","id":"role/qa-testing"}],"map":{"kind":"skill","typeId":"skill","when":[],"needs":[],"gives":["Manual Testing you can show"],"steps":[]},"sources":[{"label":"Campus Binge career graph: aggregates of public career profiles (cells with n ≥ 5); no person is named","asOf":"2026-10-15","trust":"community","method":"derived"}],"trust":"community","origin":"dataset","asOf":"2026-10-15","digest":"sha256:1c3110abfe1c8f63f8b3a05295e631b7dfa7fc941f41ade478a48109df730953"}