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skillfactor-pipeline/skills/gear-machinist/references/profile.md
skillfactor-pipeline af05383bb1 chore: v1 baseline - full 3,039-package catalog with AI-skill enrichment and O*NET backfill
Snapshot before the quality program (relevance gates, tiered mapping,
QA linter). v1 is the immutable before/after reference; evidence crawl
was at ~175/3039 occupations when tagged.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
2026-07-09 05:32:49 +02:00

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# Occupation profile โ€” gear machinist
- **ESCO URI:** http://data.europa.eu/esco/occupation/02d4f153-8e43-444d-8bd4-8171d49eab12
- **ESCO code:** 7223.8
- **ISCO-08 group:** 7223 โ€” Metal working machine tool setters and operators
- **O*NET-SOC:** 51-9162.00 โ€” Computer Numerically Controlled Tool Programmers (match: closeMatch)
## Description (ESCO)
Gear machinists make precision parts for gears and other driving elements. They use a variety of machine tools.
## Definition
nan
## Alternative labels
- mechanical gear machinist
- gear change machinist
- electrical gearing machinist
- mechatronic gearing machinist
- precision gearing machinist
- precision gear machinist
- mechanical gearing machinist
- mechatronic gear machinist
- auto change machinist
- automotive gearing machinist
- auto machinist
- electrical gear machinist
- automotive gear machinist