{
 "tool": "skill:senior-data-engineer",
 "name": "senior-data-engineer",
 "kind": "Skill",
 "source": "Favz census",
 "built": "2026-10-04",
 "html": "https://favz.co/tools/skill-senior-data-engineer.html",
 "markdown": "https://favz.co/tools/skill-senior-data-engineer.md",
 "repos_now": 20,
 "repos_ever": 25,
 "still_have_it": 0.8,
 "share_of_census_repos_with_any_tool": 0.00021,
 "repos_by_month": [
  {
   "month": "2025-12",
   "repos_at_month_end": 1
  },
  {
   "month": "2026-01",
   "repos_at_month_end": 4
  },
  {
   "month": "2026-02",
   "repos_at_month_end": 6
  },
  {
   "month": "2026-03",
   "repos_at_month_end": 8
  },
  {
   "month": "2026-04",
   "repos_at_month_end": 9
  },
  {
   "month": "2026-05",
   "repos_at_month_end": 11
  },
  {
   "month": "2026-06",
   "repos_at_month_end": 16
  },
  {
   "month": "2026-07",
   "repos_at_month_end": 18
  },
  {
   "month": "2026-08",
   "repos_at_month_end": 19
  },
  {
   "month": "2026-09",
   "repos_at_month_end": 20
  }
 ],
 "note_on_last_days": "The last few days always look low, because repos found later fill them in.",
 "goes_with": [
  {
   "tool": "skill:senior-data-scientist",
   "name": "senior-data-scientist",
   "kind": "Skill",
   "repos_with_both": 18,
   "lift": 3548.32,
   "json": "https://favz.co/tools/skill-senior-data-scientist.json"
  },
  {
   "tool": "skill:product-strategist",
   "name": "product-strategist",
   "kind": "Skill",
   "repos_with_both": 12,
   "lift": 2468.4,
   "json": "https://favz.co/tools/skill-product-strategist.json"
  },
  {
   "tool": "skill:ux-researcher-designer",
   "name": "ux-researcher-designer",
   "kind": "Skill",
   "repos_with_both": 13,
   "lift": 2365.55,
   "json": "https://favz.co/tools/skill-ux-researcher-designer.json"
  },
  {
   "tool": "skill:senior-devops",
   "name": "senior-devops",
   "kind": "Skill",
   "repos_with_both": 14,
   "lift": 2136.63,
   "json": "https://favz.co/tools/skill-senior-devops.json"
  },
  {
   "tool": "skill:senior-qa",
   "name": "senior-qa",
   "kind": "Skill",
   "repos_with_both": 15,
   "lift": 2027.61,
   "json": "https://favz.co/tools/skill-senior-qa.json"
  },
  {
   "tool": "skill:senior-security",
   "name": "senior-security",
   "kind": "Skill",
   "repos_with_both": 15,
   "lift": 1971.29,
   "json": "https://favz.co/tools/skill-senior-security.json"
  },
  {
   "tool": "skill:app-store-optimization",
   "name": "app-store-optimization",
   "kind": "Skill",
   "repos_with_both": 10,
   "lift": 1892.44,
   "json": "https://favz.co/tools/skill-app-store-optimization.json"
  },
  {
   "tool": "skill:database-designer",
   "name": "database-designer",
   "kind": "Skill",
   "repos_with_both": 8,
   "lift": 1892.44,
   "json": "https://favz.co/tools/skill-database-designer.json"
  },
  {
   "tool": "skill:scrum-master",
   "name": "scrum-master",
   "kind": "Skill",
   "repos_with_both": 8,
   "lift": 1802.32,
   "json": "https://favz.co/tools/skill-scrum-master.json"
  },
  {
   "tool": "skill:product-manager-toolkit",
   "name": "product-manager-toolkit",
   "kind": "Skill",
   "repos_with_both": 12,
   "lift": 1774.16,
   "json": "https://favz.co/tools/skill-product-manager-toolkit.json"
  },
  {
   "tool": "skill:performance-profiler",
   "name": "performance-profiler",
   "kind": "Skill",
   "repos_with_both": 7,
   "lift": 1655.88,
   "json": "https://favz.co/tools/skill-performance-profiler.json"
  },
  {
   "tool": "skill:senior-prompt-engineer",
   "name": "senior-prompt-engineer",
   "kind": "Skill",
   "repos_with_both": 15,
   "lift": 1650.38,
   "json": "https://favz.co/tools/skill-senior-prompt-engineer.json"
  }
 ],
 "min_shared_repos_for_a_pair": 5,
 "same_pack": []
}