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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

4.5 KiB

Tasks & work activities — protective clothing apparel manufacturer

Source: O*NET 30.3, occupation 51-6031.00 (Sewing Machine Operators) — manual nearest-occupation mapping via ISCO group 8153; the official ESCO crosswalk has no entry for this ESCO occupation.

Task statements

  • [Core] Monitor machine operation to detect problems such as defective stitching, breaks in thread, or machine malfunctions.
  • [Core] Position items under needles, using marks on machines, clamps, templates, or cloth as guides.
  • [Core] Place spools of thread, cord, or other materials on spindles, insert bobbins, and thread ends through machine guides and components.
  • [Core] Match cloth pieces in correct sequences prior to sewing them, and verify that dye lots and patterns match.
  • [Core] Guide garments or garment parts under machine needles and presser feet to sew parts together.
  • [Core] Start and operate or tend machines, such as single or double needle serging and flat-bed felling machines, to automatically join, reinforce, or decorate material or articles.
  • [Core] Record quantities of materials processed.
  • [Supplemental] Inspect garments, and examine repair tags and markings on garments to locate defects or damage, and mark errors as necessary.
  • [Core] Select supplies such as fasteners and thread, according to job requirements.
  • [Core] Mount attachments, such as needles, cutting blades, or pattern plates, and adjust machine guides according to specifications.
  • [Core] Cut excess material or thread from finished products.
  • [Core] Fold or stretch edges or lengths of items while sewing to facilitate forming specified sections.
  • [Core] Perform equipment maintenance tasks such as replacing needles, sanding rough areas of needles, or cleaning and oiling sewing machines.
  • [Core] Examine and measure finished articles to verify conformance to standards, using rulers.
  • [Core] Turn knobs, screws, and dials to adjust settings of machines, according to garment styles and equipment performance.
  • [Core] Repair or alter items by adding replacement parts or missing stitches.
  • [Supplemental] Cut materials according to specifications, using blades, scissors, or electric knives.
  • [Core] Remove holding devices and finished items from machines.
  • [Supplemental] Position and mark patterns on materials to prepare for sewing.
  • [Supplemental] Position material or articles in clamps, templates, or hoop frames prior to automatic operation of machines.
  • [Core] Attach tape, trim, appliques, or elastic to specified garments or garment parts, according to item specifications.
  • [Supplemental] Perform specialized or automatic sewing machine functions, such as buttonhole making or tacking.
  • [Supplemental] Attach buttons, hooks, zippers, fasteners, or other accessories to fabric, using feeding hoppers or clamp holders.
  • [Supplemental] Baste edges of material to align and temporarily secure parts for final assembly.
  • [Supplemental] Tape or twist together thread or cord to repair breaks.
  • [Supplemental] Draw markings or pin appliques on fabric to obtain variations in design.

Detailed work activities

  • Adjust fabrics or other materials during garment production.
  • Align parts or workpieces to ensure proper assembly.
  • Attach decorative or functional accessories to products.
  • Clean production equipment.
  • Compare physical characteristics of materials or products to specifications or standards.
  • Cut fabrics.
  • Draw guide lines or markings on materials or workpieces using patterns or other references.
  • Feed materials or products into or through equipment.
  • Inspect garments for defects, damage, or stains.
  • Load materials into production equipment.
  • Maintain production or processing equipment.
  • Maneuver workpieces in equipment during production.
  • Mark products, workpieces, or equipment with identifying information.
  • Measure dimensions of completed products or workpieces to verify conformance to specifications.
  • Mount attachments or tools onto production equipment.
  • Mount materials or workpieces onto production equipment.
  • Operate sewing equipment.
  • Position patterns on equipment, materials, or workpieces.
  • Record operational or production data.
  • Remove accessories, tools, or other parts from equipment.
  • Remove products or workpieces from production equipment.
  • Repair textiles or apparel.
  • Replace worn equipment components.
  • Select production input materials.
  • Trim excess material from workpieces.
  • Watch operating equipment to detect malfunctions.