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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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name, description

name	description
metallurgist	Occupational skill for the role 'metallurgist' (also: steel industry experts, extraction metallurgist, chemical tester, physical metallurgist, chemical technician, forging engineer). Use when the user asks for typical metallurgist work such as: typical metallurgist responsibilities

Metallurgist

Metallurgists specialise in the extraction and processing of metals such as iron, steel, zinc, copper and aluminium. They work to mold or combine both pure and mixed metals (alloys) into new shapes and properties. Metallurgists handle the extraction of metal ores and develop their use in metal processing techniques. They may work in both manufacturing or do scientific research about the performance of metals.

Core workflow

How to use this skill

Read references/profile.md for the occupation profile and scope.
Consult references/tasks.md for the full task and activity inventory.
Check references/skills.md for essential vs. optional competences.
Check references/tools.md for the software commonly used in this role.
See references/ai-skills.md — matched external AI agent skills (per-source attribution).

Key competences (essential)

alloys of precious metals
assess suitability of metal types for specific application
conduct metallurgical structural analysis
ferrous metal processing
join metals
manipulate metal
metal and metal ore products
metal forming technologies
non-ferrous metal processing
perform metal work
precious metal processing
precious metals
prepare scientific reports
shape metal over anvils
types of metal

Hot technologies

C++
Linux
Microsoft Access
Microsoft Excel
Microsoft Office software
Microsoft Outlook
Microsoft PowerPoint
Microsoft Word
Oracle Database
Oracle Java

Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/bcf8f332-c7e1-4a08-8651-28d668290eaf), ONET 30.3 (19-4031.00, manual nearest match). See manifest.json for licensing/attribution.*

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