{
  "dataset": {
    "slug": "remote-job-market",
    "title": "Remote job availability and compensation",
    "summary": "Remote openings, hiring velocity, location restrictions, role mix, seniority, skills, and salary transparency from WFH.team's job inventory.",
    "category": "job_market",
    "category_label": "Job market",
    "source_kind": "first_party",
    "source_name": "WFH.team Job Market",
    "source_url": "https://wfh.team/remote-job-market",
    "update_frequency": "Daily",
    "geographic_scope": "Worldwide",
    "methodology": "Daily snapshots aggregate confirmed remote listings collected by WFH.team. A listing must be active in the report window and pass the site's remote-work confirmation rules.",
    "limitations": "The inventory reflects WFH.team sources rather than every remote opening. Employer wording and source coverage can change over time.",
    "dimensions": [
      "month",
      "occupation",
      "country",
      "timezone",
      "seniority",
      "salary",
      "remote access"
    ],
    "api_url": "https://api.new.wfh.team/api/public/research/datasets/remote-job-market/"
  },
  "release": {
    "release_key": "2026-09-27",
    "revision": 1,
    "period_start": "2026-08-28",
    "period_end": "2026-09-27",
    "published_at": "2026-09-27 12:45:44.879404+00:00",
    "source_updated_at": "2026-09-27 12:32:27.607653+00:00",
    "headline": "9,972 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +6.2% from the previous window; 51.8% of active listings include salary data.",
    "sample_size": 9972,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-27",
    "data": {
      "series": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "points": [
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              "value": 6005,
              "period": "2026-08-10"
            },
            {
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              "period": "2026-08-11"
            },
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              "period": "2026-08-12"
            },
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              "period": "2026-08-13"
            },
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              "period": "2026-08-14"
            },
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              "period": "2026-08-15"
            },
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            },
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            },
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            },
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              "value": 7384,
              "period": "2026-08-19"
            },
            {
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              "period": "2026-08-20"
            },
            {
              "value": 7695,
              "period": "2026-08-21"
            },
            {
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              "period": "2026-08-22"
            },
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              "period": "2026-08-23"
            },
            {
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              "period": "2026-08-24"
            },
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              "period": "2026-08-25"
            },
            {
              "value": 7243,
              "period": "2026-08-26"
            },
            {
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              "period": "2026-08-27"
            },
            {
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              "period": "2026-08-28"
            },
            {
              "value": 7986,
              "period": "2026-08-29"
            },
            {
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              "period": "2026-08-30"
            },
            {
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              "period": "2026-08-31"
            },
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              "period": "2026-09-01"
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              "period": "2026-09-02"
            },
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              "period": "2026-09-03"
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              "period": "2026-09-04"
            },
            {
              "value": 8424,
              "period": "2026-09-05"
            },
            {
              "value": 8433,
              "period": "2026-09-06"
            },
            {
              "value": 8446,
              "period": "2026-09-07"
            },
            {
              "value": 11307,
              "period": "2026-09-08"
            },
            {
              "value": 11720,
              "period": "2026-09-09"
            },
            {
              "value": 11301,
              "period": "2026-09-10"
            },
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              "value": 11344,
              "period": "2026-09-11"
            },
            {
              "value": 11406,
              "period": "2026-09-12"
            },
            {
              "value": 11291,
              "period": "2026-09-13"
            },
            {
              "value": 11423,
              "period": "2026-09-14"
            },
            {
              "value": 11495,
              "period": "2026-09-15"
            },
            {
              "value": 11644,
              "period": "2026-09-16"
            },
            {
              "value": 11839,
              "period": "2026-09-17"
            },
            {
              "value": 12007,
              "period": "2026-09-18"
            },
            {
              "value": 12160,
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            },
            {
              "value": 8825,
              "period": "2026-09-20"
            },
            {
              "value": 9115,
              "period": "2026-09-21"
            },
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              "period": "2026-09-22"
            },
            {
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              "period": "2026-09-23"
            },
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            },
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            },
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            },
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              "period": "2026-09-27"
            }
          ]
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "points": [
            {
              "value": 48.5,
              "period": "2026-08-10"
            },
            {
              "value": 45.9,
              "period": "2026-08-11"
            },
            {
              "value": 50.9,
              "period": "2026-08-12"
            },
            {
              "value": 50.5,
              "period": "2026-08-13"
            },
            {
              "value": 50.0,
              "period": "2026-08-14"
            },
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              "value": 50.2,
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            },
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              "value": 50.4,
              "period": "2026-08-16"
            },
            {
              "value": 50.2,
              "period": "2026-08-17"
            },
            {
              "value": 50.1,
              "period": "2026-08-18"
            },
            {
              "value": 50.3,
              "period": "2026-08-19"
            },
            {
              "value": 50.5,
              "period": "2026-08-20"
            },
            {
              "value": 50.6,
              "period": "2026-08-21"
            },
            {
              "value": 52.4,
              "period": "2026-08-22"
            },
            {
              "value": 52.5,
              "period": "2026-08-23"
            },
            {
              "value": 52.6,
              "period": "2026-08-24"
            },
            {
              "value": 52.7,
              "period": "2026-08-25"
            },
            {
              "value": 52.6,
              "period": "2026-08-26"
            },
            {
              "value": 52.4,
              "period": "2026-08-27"
            },
            {
              "value": 53.2,
              "period": "2026-08-28"
            },
            {
              "value": 53.3,
              "period": "2026-08-29"
            },
            {
              "value": 52.8,
              "period": "2026-08-30"
            },
            {
              "value": 53.4,
              "period": "2026-08-31"
            },
            {
              "value": 52.8,
              "period": "2026-09-01"
            },
            {
              "value": 52.7,
              "period": "2026-09-02"
            },
            {
              "value": 52.6,
              "period": "2026-09-03"
            },
            {
              "value": 52.6,
              "period": "2026-09-04"
            },
            {
              "value": 52.7,
              "period": "2026-09-05"
            },
            {
              "value": 52.6,
              "period": "2026-09-06"
            },
            {
              "value": 52.6,
              "period": "2026-09-07"
            },
            {
              "value": 51.5,
              "period": "2026-09-08"
            },
            {
              "value": 50.0,
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            },
            {
              "value": 50.7,
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            },
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              "value": 50.5,
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            },
            {
              "value": 50.6,
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            },
            {
              "value": 50.3,
              "period": "2026-09-13"
            },
            {
              "value": 50.4,
              "period": "2026-09-14"
            },
            {
              "value": 50.1,
              "period": "2026-09-15"
            },
            {
              "value": 50.1,
              "period": "2026-09-16"
            },
            {
              "value": 49.9,
              "period": "2026-09-17"
            },
            {
              "value": 49.9,
              "period": "2026-09-18"
            },
            {
              "value": 49.9,
              "period": "2026-09-19"
            },
            {
              "value": 48.5,
              "period": "2026-09-20"
            },
            {
              "value": 49.3,
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            },
            {
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            },
            {
              "value": 49.5,
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            {
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            },
            {
              "value": 51.5,
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            },
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            },
            {
              "value": 51.8,
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            }
          ]
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "points": [
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              "value": 145500,
              "period": "2026-08-11"
            },
            {
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              "period": "2026-08-12"
            },
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              "period": "2026-08-13"
            },
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            },
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              "period": "2026-08-19"
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              "value": 147812,
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              "value": 153350,
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            },
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              "value": 154800,
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            },
            {
              "value": 152880,
              "period": "2026-09-01"
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            {
              "value": 151375,
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            },
            {
              "value": 152000,
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              "value": 151750,
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            },
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            },
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              "value": 152000,
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            {
              "value": 158135,
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            },
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            },
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              "value": 157493,
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            },
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              "value": 155625,
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            },
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              "value": 155300,
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            },
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              "value": 156294,
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            },
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              "value": 156119,
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            },
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              "value": 157000,
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            },
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              "value": 156000,
              "period": "2026-09-18"
            },
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              "value": 156550,
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            },
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              "value": 156025,
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              "value": 155459,
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            },
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              "value": 155588,
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              "value": 155512,
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              "value": 155856,
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              "value": 155000,
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            },
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              "value": 156000,
              "period": "2026-09-27"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 9972,
          "change": -333,
          "previous_value": 10305
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 6143,
          "change": -129,
          "previous_value": 6272
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 51.8,
          "change": 0.0,
          "previous_value": 51.8
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 156000,
          "change": 770,
          "previous_value": 155230
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1047,
          "change": -20,
          "previous_value": 1067
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 5117,
              "active_jobs": 8290,
              "applications": 506,
              "candidate_demand": 1784,
              "jobs_per_100_candidates": 464.7
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4813,
              "active_jobs": 7787,
              "applications": 516,
              "candidate_demand": 2688,
              "jobs_per_100_candidates": 289.7
            },
            {
              "key": "operations",
              "label": "Operations",
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              "active_jobs": 7455,
              "applications": 487,
              "candidate_demand": 586,
              "jobs_per_100_candidates": 1272.2
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4362,
              "active_jobs": 7261,
              "applications": 517,
              "candidate_demand": 4965,
              "jobs_per_100_candidates": 146.2
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4481,
              "active_jobs": 7132,
              "applications": 416,
              "candidate_demand": 2473,
              "jobs_per_100_candidates": 288.4
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3996,
              "active_jobs": 6507,
              "applications": 388,
              "candidate_demand": 251,
              "jobs_per_100_candidates": 2592.4
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3585,
              "active_jobs": 6476,
              "applications": 441,
              "candidate_demand": 242,
              "jobs_per_100_candidates": 2676.0
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3796,
              "active_jobs": 6240,
              "applications": 369,
              "candidate_demand": 3779,
              "jobs_per_100_candidates": 165.1
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3783,
              "active_jobs": 6143,
              "applications": 353,
              "candidate_demand": 290,
              "jobs_per_100_candidates": 2118.3
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3127,
              "active_jobs": 5098,
              "applications": 302,
              "candidate_demand": 808,
              "jobs_per_100_candidates": 630.9
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2971,
              "active_jobs": 4494,
              "applications": 240,
              "candidate_demand": 699,
              "jobs_per_100_candidates": 642.9
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2680,
              "active_jobs": 4333,
              "applications": 209,
              "candidate_demand": 1707,
              "jobs_per_100_candidates": 253.8
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2697,
              "active_jobs": 4280,
              "applications": 257,
              "candidate_demand": 711,
              "jobs_per_100_candidates": 602.0
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2447,
              "active_jobs": 4133,
              "applications": 197,
              "candidate_demand": 2639,
              "jobs_per_100_candidates": 156.6
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2133,
              "active_jobs": 3824,
              "applications": 229,
              "candidate_demand": 2220,
              "jobs_per_100_candidates": 172.3
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1949,
              "active_jobs": 3403,
              "applications": 209,
              "candidate_demand": 129,
              "jobs_per_100_candidates": 2638.0
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 2029,
              "active_jobs": 3217,
              "applications": 160,
              "candidate_demand": 362,
              "jobs_per_100_candidates": 888.7
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1435,
              "active_jobs": 2427,
              "applications": 173,
              "candidate_demand": 86,
              "jobs_per_100_candidates": 2822.1
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1256,
              "active_jobs": 1972,
              "applications": 116,
              "candidate_demand": 722,
              "jobs_per_100_candidates": 273.1
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1065,
              "active_jobs": 1640,
              "applications": 121,
              "candidate_demand": 2148,
              "jobs_per_100_candidates": 76.4
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 807,
              "active_jobs": 1481,
              "applications": 146,
              "candidate_demand": 82,
              "jobs_per_100_candidates": 1806.1
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 955,
              "active_jobs": 1441,
              "applications": 88,
              "candidate_demand": 154,
              "jobs_per_100_candidates": 935.7
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 578,
              "active_jobs": 986,
              "applications": 88,
              "candidate_demand": 1718,
              "jobs_per_100_candidates": 57.4
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 554,
              "active_jobs": 856,
              "applications": 123,
              "candidate_demand": 2808,
              "jobs_per_100_candidates": 30.5
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 461,
              "active_jobs": 768,
              "applications": 50,
              "candidate_demand": 330,
              "jobs_per_100_candidates": 232.7
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 215,
              "active_jobs": 509,
              "applications": 84,
              "candidate_demand": 43,
              "jobs_per_100_candidates": 1183.7
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 200,
              "active_jobs": 338,
              "applications": 38,
              "candidate_demand": 55,
              "jobs_per_100_candidates": 614.5
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 6415
            },
            {
              "label": "Canada",
              "active_jobs": 921
            },
            {
              "label": "United Kingdom",
              "active_jobs": 618
            },
            {
              "label": "Germany",
              "active_jobs": 284
            },
            {
              "label": "Spain",
              "active_jobs": 232
            },
            {
              "label": "India",
              "active_jobs": 230
            },
            {
              "label": "Mexico",
              "active_jobs": 197
            },
            {
              "label": "Poland",
              "active_jobs": 188
            },
            {
              "label": "South Africa",
              "active_jobs": 168
            },
            {
              "label": "Ireland",
              "active_jobs": 161
            },
            {
              "label": "Philippines",
              "active_jobs": 159
            },
            {
              "label": "Netherlands",
              "active_jobs": 124
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 47.9,
              "active_jobs": 4775
            },
            {
              "label": "Mid level",
              "percent": 26.3,
              "active_jobs": 2621
            },
            {
              "label": "Lead / principal",
              "percent": 12.2,
              "active_jobs": 1218
            },
            {
              "label": "Not stated",
              "percent": 7.4,
              "active_jobs": 739
            },
            {
              "label": "Entry level",
              "percent": 4.7,
              "active_jobs": 471
            },
            {
              "label": "Executive",
              "percent": 1.5,
              "active_jobs": 148
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.2,
              "active_jobs": 322
            },
            {
              "label": "Multiple countries",
              "percent": 9.4,
              "active_jobs": 933
            },
            {
              "label": "United States only",
              "percent": 58.0,
              "active_jobs": 5785
            },
            {
              "label": "Single-country restricted",
              "percent": 24.7,
              "active_jobs": 2465
            },
            {
              "label": "Location not structured",
              "percent": 4.7,
              "active_jobs": 467
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 8.8,
              "active_jobs": 881
            },
            {
              "label": "America/Chicago",
              "percent": 7.1,
              "active_jobs": 704
            },
            {
              "label": "America/Los_Angeles",
              "percent": 6.9,
              "active_jobs": 686
            },
            {
              "label": "America/Denver",
              "percent": 5.7,
              "active_jobs": 571
            },
            {
              "label": "US timezones",
              "percent": 3.4,
              "active_jobs": 343
            },
            {
              "label": "America/Toronto",
              "percent": 3.3,
              "active_jobs": 329
            },
            {
              "label": "Europe/London",
              "percent": 2.6,
              "active_jobs": 260
            },
            {
              "label": "America/Vancouver",
              "percent": 2.4,
              "active_jobs": 237
            },
            {
              "label": "EST",
              "percent": 2.3,
              "active_jobs": 231
            },
            {
              "label": "PST",
              "percent": 2.0,
              "active_jobs": 198
            },
            {
              "label": "America/Edmonton",
              "percent": 1.9,
              "active_jobs": 194
            },
            {
              "label": "US/Eastern",
              "percent": 1.8,
              "active_jobs": 177
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.8,
              "active_jobs": 762
            },
            {
              "label": "$75k-$99k",
              "percent": 10.1,
              "active_jobs": 519
            },
            {
              "label": "$100k-$149k",
              "percent": 21.5,
              "active_jobs": 1111
            },
            {
              "label": "$150k-$199k",
              "percent": 24.1,
              "active_jobs": 1243
            },
            {
              "label": "$200k+",
              "percent": 29.6,
              "active_jobs": 1529
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-27, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-09-27)."
}