{
 "schema": "tdv.ranking.v1",
 "dataset": {
  "slug": "yubhub-top-skills",
  "title": "The most-demanded skills across live job listings",
  "unit": "listings naming the skill",
  "unit_symbol": "Listings",
  "as_of": "2026-08-28"
 },
 "items": [
  {
   "rank": 1,
   "label": "Python",
   "value": 4282
  },
  {
   "rank": 2,
   "label": "Communication",
   "value": 3082
  },
  {
   "rank": 3,
   "label": "Artificial Intelligence",
   "value": 1514
  },
  {
   "rank": 4,
   "label": "Project Management",
   "value": 1481
  },
  {
   "rank": 5,
   "label": "Data Analysis",
   "value": 1441
  },
  {
   "rank": 6,
   "label": "SQL",
   "value": 1429
  },
  {
   "rank": 7,
   "label": "C++",
   "value": 1238
  },
  {
   "rank": 8,
   "label": "Machine Learning",
   "value": 1223
  },
  {
   "rank": 9,
   "label": "Sales",
   "value": 1186
  },
  {
   "rank": 10,
   "label": "Leadership",
   "value": 1168
  },
  {
   "rank": 11,
   "label": "Problem-solving",
   "value": 1138
  },
  {
   "rank": 12,
   "label": "Go",
   "value": 1104
  },
  {
   "rank": 13,
   "label": "Java",
   "value": 1101
  },
  {
   "rank": 14,
   "label": "Kubernetes",
   "value": 1027
  },
  {
   "rank": 15,
   "label": "Distributed Systems",
   "value": 919
  },
  {
   "rank": 16,
   "label": "Analytical Skills",
   "value": 757
  },
  {
   "rank": 17,
   "label": "Software Engineering",
   "value": 728
  },
  {
   "rank": 18,
   "label": "Marketing",
   "value": 714
  },
  {
   "rank": 19,
   "label": "AWS",
   "value": 668
  },
  {
   "rank": 20,
   "label": "Treatment Planning",
   "value": 668
  }
 ],
 "provenance": {
  "source_name": "YubHub",
  "source_url": "https://yubhub.co",
  "licence": "first-party (Houtini portfolio)",
  "attribution": "Source: YubHub live job-listings index",
  "fetched_at": "2026-08-28T17:32:02.395Z",
  "expected_next": null
 }
}