{
  "name": "statistician",
  "title": "statistician",
  "version": "0.1.0",
  "layer": "core",
  "language": "en",
  "generated": "2026-07-07",
  "ids": {
    "esco_uri": "http://data.europa.eu/esco/occupation/ac8b3cd1-a127-4e6a-8208-5cfcf7111955",
    "esco_code": "2120.6",
    "isco_group": "2120",
    "onet_soc": "15-2041.00",
    "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": 19,
    "dwas": 17,
    "skills_essential": 50,
    "skills_optional": 35,
    "software": 70
  },
  "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": 3
      },
      "NVIDIA/skills": {
        "repo": "https://github.com/NVIDIA/skills",
        "commit": "153b14b",
        "license": "CC-BY-4.0 (skills/docs), Apache-2.0 (code)",
        "skills": 12
      },
      "google/skills": {
        "repo": "https://github.com/google/skills",
        "commit": "b15f327",
        "license": "Apache-2.0",
        "skills": 12
      },
      "phuryn/pm-skills": {
        "repo": "https://github.com/phuryn/pm-skills",
        "commit": "18468a9",
        "license": "MIT",
        "skills": 9
      },
      "davila7/claude-code-templates": {
        "repo": "https://github.com/davila7/claude-code-templates",
        "commit": "fa79251",
        "license": "MIT",
        "skills": 8
      },
      "foryourhealth111-pixel/Vibe-Skills": {
        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
        "commit": "34429a8",
        "license": "Apache-2.0",
        "skills": 8
      },
      "K-Dense-AI/claude-scientific-skills": {
        "repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
        "commit": "4d97e29",
        "license": "MIT",
        "skills": 8
      },
      "K-Dense-AI/scientific-agent-skills": {
        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
        "commit": "4d97e29",
        "license": "MIT",
        "skills": 8
      },
      "brycewang-stanford/Auto-Empirical-Research-Skills": {
        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
        "commit": "85bf545",
        "license": "CC-BY-4.0",
        "skills": 8
      },
      "a5c-ai/babysitter": {
        "repo": "https://github.com/a5c-ai/babysitter",
        "commit": "44a5d58b",
        "license": "MIT",
        "skills": 1
      },
      "FlorianBruniaux/claude-code-ultimate-guide": {
        "repo": "https://github.com/FlorianBruniaux/claude-code-ultimate-guide",
        "commit": "5395214",
        "license": "custom (see upstream LICENSE)",
        "skills": 1
      },
      "ferdinandobons/startup-skill": {
        "repo": "https://github.com/ferdinandobons/startup-skill",
        "commit": "a5f97c3",
        "license": "MIT",
        "skills": 1
      },
      "fcakyon/claude-codex-settings": {
        "repo": "https://github.com/fcakyon/claude-codex-settings",
        "commit": "44b7c00",
        "license": "Apache-2.0",
        "skills": 1
      }
    },
    "total_skills": 80,
    "tiers": {
      "core": 57,
      "adjacent": 23
    }
  },
  "provenance": {
    "items": {
      "esco": 86,
      "onet": 107,
      "jobads": 140,
      "wiki_ai": 0,
      "anthropic": 6,
      "ai_skills": 113,
      "stackx": 0
    },
    "share_percent": {
      "esco": 19.0,
      "onet": 23.7,
      "jobads": 31.0,
      "wiki_ai": 0.0,
      "anthropic": 1.3,
      "ai_skills": 25.0,
      "stackx": 0.0
    },
    "method": "content items per source category"
  },
  "collar": "white",
  "computer_work": true
}