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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 — gear machinist

ESCO URI: http://data.europa.eu/esco/occupation/02d4f153-8e43-444d-8bd4-8171d49eab12
ESCO code: 7223.8
ISCO-08 group: 7223 — Metal working machine tool setters and operators
O*NET-SOC: 51-9162.00 — 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