{
  "resource": "skills",
  "exported_at": "2026-06-15",
  "count": 4,
  "license": "CC BY 4.0",
  "data": [
    {
      "skill_id": "S003",
      "skill_en": "Data analysis",
      "skill_ar": "تحليل البيانات",
      "category": "Data",
      "level": "Intermediate",
      "example_use_case": "Analyze sales demand and customer segments"
    },
    {
      "skill_id": "S004",
      "skill_en": "Data governance",
      "skill_ar": "حوكمة البيانات",
      "category": "Data",
      "level": "Intermediate",
      "example_use_case": "Prepare trusted datasets for AI use"
    },
    {
      "skill_id": "S008",
      "skill_en": "AI product management",
      "skill_ar": "إدارة منتجات الذكاء الاصطناعي",
      "category": "Business",
      "level": "Intermediate",
      "example_use_case": "Turn business problems into measurable AI pilots"
    },
    {
      "skill_id": "S009",
      "skill_en": "Responsible AI",
      "skill_ar": "الذكاء الاصطناعي المسؤول",
      "category": "Governance",
      "level": "Intermediate",
      "example_use_case": "Assess bias, privacy, transparency, and accountability"
    }
  ]
}