{
  "extensionId": "https://openworkid.org/v1/extensions/data-scientist",
  "extensionVersion": "1.0.0",
  "name": "Data Scientist",
  "nameDe": "Data Scientist",
  "category": "technical",
  "description": "Data Scientist profession extension used by the upstand.work reference implementation.",
  "professionGroups": [
    "IT & Software"
  ],
  "fields": {
    "languages": {
      "type": "string[]",
      "required": false,
      "label": "Programming Languages",
      "labelDe": "Programmiersprachen",
      "example": "Python, R, SQL",
      "vocabulary": "programmingLanguages"
    },
    "mlFrameworks": {
      "type": "string[]",
      "required": false,
      "label": "ML Frameworks",
      "labelDe": "ML Frameworks",
      "example": "PyTorch, TensorFlow, scikit-learn",
      "vocabulary": "frameworks"
    },
    "dataTools": {
      "type": "string[]",
      "required": false,
      "label": "Data Tools",
      "labelDe": "Data Tools",
      "example": "Spark, Airflow, dbt",
      "vocabulary": "dataTools"
    },
    "domains": {
      "type": "string[]",
      "required": false,
      "label": "Domains",
      "labelDe": "Domänen",
      "example": "NLP, Computer Vision, Recommender Systems"
    },
    "publications": {
      "type": "string[]",
      "required": false,
      "label": "Publications",
      "labelDe": "Publikationen"
    },
    "seniority": {
      "type": "string",
      "required": false,
      "label": "Seniority",
      "labelDe": "Seniorität",
      "enum": [
        "junior",
        "mid",
        "senior",
        "staff",
        "principal"
      ],
      "aggregate": "max"
    },
    "remotePreference": {
      "type": "string",
      "required": false,
      "label": "Remote",
      "labelDe": "Remote",
      "enum": [
        "remote-only",
        "hybrid",
        "on-site",
        "flexible"
      ]
    },
    "spokenLanguages": {
      "type": "string[]",
      "required": false,
      "label": "Languages (spoken)",
      "labelDe": "Sprachen (gesprochen)",
      "example": "de, en, fr",
      "vocabulary": "spokenLanguages"
    }
  }
}