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skillfactor-pipeline/overlays/artificial-intelligence-engineer/intro.md
skillfactor-pipeline 5dfef33f0e feat(gen): SKILL.md quality hardening + reviewed overlay layer 
- intro: cached gemma3 rewrite to one clean paragraph (raw ESCO stays the
  provenance reference); overlays/<slug>/intro.md wins when present
- competences: full essential list, the silent essential[:15] alphabetical
  cut is gone
- hot technologies: derived by p3c from post-gate market ranking (omitted
  below 30 gated ads), no longer the alphabetical O*NET dump
- standardized O*NET proxy caveat for non-exact crosswalk matches
- overlays/<slug>/workflow.md preserves curated core workflows across
  regeneration (flagship overlay included)

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
2026-07-09 06:49:24 +02:00

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Artificial intelligence engineers apply AI methods from engineering, robotics and computer science to design programs that simulate intelligence — including reasoning models, cognitive and knowledge-based systems, problem solving and decision making. They also integrate structured knowledge into computer systems (ontologies, knowledge bases) to solve complex problems that normally require a high level of human expertise, and they carry models from prototype to monitored production systems.