{
  "unit": "profiles",
  "snapshot": "2026-09-22",
  "query": "queries/population.json · queries/mapping.json",
  "lab_count": 936,
  "rest_count": 7321,
  "note": "Current titles that contain all the words of the label, in any order; rows overlap. The ten candidates with the most P2 profiles.",
  "rows": [
    {
      "group": "machine-learning-engineer",
      "label": "machine learning engineer",
      "lab_count": 36,
      "lab_share": 0.0385,
      "rest_count": 1772,
      "rest_share": 0.242
    },
    {
      "group": "software-engineer",
      "label": "software engineer",
      "lab_count": 228,
      "lab_share": 0.2436,
      "rest_count": 1499,
      "rest_share": 0.2048
    },
    {
      "group": "research-scientist",
      "label": "research scientist",
      "lab_count": 237,
      "lab_share": 0.2532,
      "rest_count": 763,
      "rest_share": 0.1042
    },
    {
      "group": "engineering-manager",
      "label": "engineering manager",
      "lab_count": 40,
      "lab_share": 0.0427,
      "rest_count": 315,
      "rest_share": 0.043
    },
    {
      "group": "director",
      "label": "director",
      "lab_count": 52,
      "lab_share": 0.0556,
      "rest_count": 169,
      "rest_share": 0.0231
    },
    {
      "group": "product-manager",
      "label": "product manager",
      "lab_count": 37,
      "lab_share": 0.0395,
      "rest_count": 175,
      "rest_share": 0.0239
    },
    {
      "group": "research-engineer",
      "label": "research engineer",
      "lab_count": 52,
      "lab_share": 0.0556,
      "rest_count": 153,
      "rest_share": 0.0209
    },
    {
      "group": "data-scientist",
      "label": "data scientist",
      "lab_count": 24,
      "lab_share": 0.0256,
      "rest_count": 173,
      "rest_share": 0.0236
    },
    {
      "group": "program-manager",
      "label": "program manager",
      "lab_count": "<10",
      "lab_share": null,
      "rest_count": 168,
      "rest_share": 0.0229
    },
    {
      "group": "data-engineer",
      "label": "data engineer",
      "lab_count": 14,
      "lab_share": 0.015,
      "rest_count": 82,
      "rest_share": 0.0112
    }
  ]
}