{
  "name": "materials-engineer",
  "title": "materials engineer",
  "version": "0.1.0",
  "layer": "core",
  "language": "en",
  "generated": "2026-07-07",
  "ids": {
    "esco_uri": "http://data.europa.eu/esco/occupation/4a375b68-88a0-4e5f-99ce-9b01341dfb81",
    "esco_code": "2149.11",
    "isco_group": "2149",
    "onet_soc": "19-2032.00",
    "crosswalk_match": "exactMatch"
  },
  "sources": [
    {
      "name": "ESCO",
      "version": "1.2.1",
      "url": "https://esco.ec.europa.eu/"
    },
    {
      "name": "O*NET",
      "version": "30.3",
      "url": "https://www.onetcenter.org/",
      "license": "CC BY 4.0"
    }
  ],
  "attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download",
  "counts": {
    "tasks": 16,
    "dwas": 13,
    "skills_essential": 27,
    "skills_optional": 20,
    "software": 37
  },
  "enrichment_ai_skills": {
    "generated": "2026-07-14",
    "method": "deterministic mapping (ISCO prefix + title/competence keywords)",
    "sources": {
      "anthropics/skills": {
        "repo": "https://github.com/anthropics/skills",
        "commit": "f6656c1",
        "license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder",
        "skills": 2
      },
      "K-Dense-AI/claude-scientific-skills": {
        "repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
        "commit": "4d97e29",
        "license": "MIT",
        "skills": 7
      },
      "K-Dense-AI/scientific-agent-skills": {
        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
        "commit": "4d97e29",
        "license": "MIT",
        "skills": 7
      },
      "rampstackco/claude-skills": {
        "repo": "https://github.com/rampstackco/claude-skills",
        "commit": "bc6d961",
        "license": "MIT",
        "skills": 3
      },
      "nWave-ai/nWave": {
        "repo": "https://github.com/nWave-ai/nWave",
        "commit": "1d0f13c",
        "license": "MIT",
        "skills": 2
      },
      "davila7/claude-code-templates": {
        "repo": "https://github.com/davila7/claude-code-templates",
        "commit": "fa79251",
        "license": "MIT",
        "skills": 11
      },
      "a5c-ai/babysitter": {
        "repo": "https://github.com/a5c-ai/babysitter",
        "commit": "44a5d58b",
        "license": "MIT",
        "skills": 8
      },
      "mukul975/Anthropic-Cybersecurity-Skills": {
        "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
        "commit": "673da1f",
        "license": "Apache-2.0",
        "skills": 1
      },
      "brycewang-stanford/Auto-Empirical-Research-Skills": {
        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
        "commit": "85bf545",
        "license": "CC-BY-4.0",
        "skills": 12
      },
      "AgriciDaniel/claude-ads": {
        "repo": "https://github.com/AgriciDaniel/claude-ads",
        "commit": "669c760",
        "license": "MIT",
        "skills": 1
      },
      "foryourhealth111-pixel/Vibe-Skills": {
        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
        "commit": "34429a8",
        "license": "Apache-2.0",
        "skills": 6
      },
      "rohitg00/skillkit": {
        "repo": "https://github.com/rohitg00/skillkit",
        "commit": "d2e5c34",
        "license": "Apache-2.0",
        "skills": 1
      },
      "hypnguyen1209/offensive-claude": {
        "repo": "https://github.com/hypnguyen1209/offensive-claude",
        "commit": "4d62be7",
        "license": "MIT",
        "skills": 1
      },
      "ferdinandobons/startup-skill": {
        "repo": "https://github.com/ferdinandobons/startup-skill",
        "commit": "a5f97c3",
        "license": "MIT",
        "skills": 1
      },
      "jabrena/plinth": {
        "repo": "https://github.com/jabrena/plinth",
        "commit": "065eae8",
        "license": "Apache-2.0",
        "skills": 1
      },
      "AgriciDaniel/claude-blog": {
        "repo": "https://github.com/AgriciDaniel/claude-blog",
        "commit": "49842ea",
        "license": "MIT",
        "skills": 1
      },
      "infrasity-labs/dev-gtm-claude-skills": {
        "repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills",
        "commit": "02cfefb",
        "license": "MIT",
        "skills": 1
      },
      "HeshamFS/materials-simulation-skills": {
        "repo": "https://github.com/HeshamFS/materials-simulation-skills",
        "commit": "fa1ce8d",
        "license": "Apache-2.0",
        "skills": 1
      },
      "glittercowboy/taches-cc-resources": {
        "repo": "https://github.com/glittercowboy/taches-cc-resources",
        "commit": "1757615",
        "license": "MIT",
        "skills": 1
      },
      "code-yeongyu/oh-my-openagent": {
        "repo": "https://github.com/code-yeongyu/oh-my-openagent",
        "commit": "b19f652",
        "license": "custom (see upstream LICENSE)",
        "skills": 1
      },
      "basicmachines-co/basic-memory": {
        "repo": "https://github.com/basicmachines-co/basic-memory",
        "commit": "53da71c",
        "license": "custom (see upstream LICENSE)",
        "skills": 1
      },
      "SnailSploit/Claude-Red": {
        "repo": "https://github.com/SnailSploit/Claude-Red",
        "commit": "aeb41ec",
        "license": "MIT",
        "skills": 1
      },
      "0xwilliamortiz/claude-red": {
        "repo": "https://github.com/0xwilliamortiz/claude-red",
        "commit": "ad8436b",
        "license": "MIT",
        "skills": 1
      },
      "zebbern/claude-code-guide": {
        "repo": "https://github.com/zebbern/claude-code-guide",
        "commit": "d2c5280",
        "license": "MIT",
        "skills": 1
      },
      "wondelai/skills": {
        "repo": "https://github.com/wondelai/skills",
        "commit": "326b380",
        "license": "MIT",
        "skills": 3
      },
      "jeremylongshore/claude-code-plugins-plus-skills": {
        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
        "commit": "e112938a",
        "license": "MIT",
        "skills": 2
      },
      "nexscope-ai/eCommerce-Skills": {
        "repo": "https://github.com/nexscope-ai/eCommerce-Skills",
        "commit": "56f3288",
        "license": "MIT",
        "skills": 1
      },
      "dotnet/skills": {
        "repo": "https://github.com/dotnet/skills",
        "commit": "79a2ada",
        "license": "MIT",
        "skills": 1
      }
    },
    "total_skills": 80,
    "tiers": {
      "core": 78,
      "adjacent": 2
    }
  },
  "provenance": {
    "items": {
      "esco": 48,
      "onet": 67,
      "jobads": 94,
      "wiki_ai": 0,
      "anthropic": 5,
      "ai_skills": 159,
      "stackx": 0
    },
    "share_percent": {
      "esco": 12.9,
      "onet": 18.0,
      "jobads": 25.2,
      "wiki_ai": 0.0,
      "anthropic": 1.3,
      "ai_skills": 42.6,
      "stackx": 0.0
    },
    "method": "content items per source category"
  },
  "collar": "white",
  "computer_work": true
}