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skillfactor-pipeline/skills/clothing-sample-machinist/references/skills.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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Competences — clothing sample machinist

Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/bda98f02-4f92-4015-a0c8-b86b8abc711a).

Essential

  • 3D body scanning technologies (knowledge)
  • alter wearing apparel (skill/competence)
  • apparel manufacturing technology (knowledge)
  • coordinate manufacturing production activities (skill/competence)
  • create patterns for garments (skill/competence)
  • cut fabrics (skill/competence)
  • distinguish accessories (skill/competence)
  • distinguish fabrics (skill/competence)
  • evaluate garment quality (skill/competence)
  • fabric spreading in the fashion industry (knowledge)
  • grade patterns for wearing apparel (skill/competence)
  • inspect wearing apparel products (skill/competence)
  • iron textiles (skill/competence)
  • make technical drawings of fashion pieces (skill/competence)
  • manage briefs for clothing manufacturing (skill/competence)
  • manufacture wearing apparel products (skill/competence)
  • manufacturing of made-up textile articles (knowledge)
  • manufacturing of wearing apparel (knowledge)
  • marker making (knowledge)
  • operate computerised control systems (skill/competence)
  • operate garment manufacturing machines (skill/competence)
  • prepare production prototypes (skill/competence)
  • sew textile-based articles (skill/competence)
  • standard sizing systems for clothing (knowledge)

Optional

  • analyse scanned data of the body (skill/competence)
  • bundle fabrics (skill/competence)
  • CAD for garment manufacturing (knowledge)
  • embroider fabrics (skill/competence)
  • manufacture personal protective equipment made of textile (skill/competence)
  • properties of textile materials (knowledge)
  • sew pieces of fabric (skill/competence)
  • sustainable manufacturing (knowledge)
  • use 3D scanners for clothing (skill/competence)
  • use textile technique for hand-made products (skill/competence)