{
  "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": "2026-09-28",
    "revision": 2,
    "period_start": "2026-08-29",
    "period_end": "2026-09-28",
    "published_at": "2026-09-29 12:45:44.348111+00:00",
    "source_updated_at": "2026-09-28 17:01:49.491226+00:00",
    "headline": "10,034 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +3.4% from the previous window; 51.8% of active listings include salary data.",
    "sample_size": 10034,
    "revision_note": "Source data changed after initial publication.",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-28",
    "data": {
      "series": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "points": [
            {
              "value": 6005,
              "period": "2026-08-10"
            },
            {
              "value": 5990,
              "period": "2026-08-11"
            },
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              "value": 6713,
              "period": "2026-08-12"
            },
            {
              "value": 6881,
              "period": "2026-08-13"
            },
            {
              "value": 6968,
              "period": "2026-08-14"
            },
            {
              "value": 7129,
              "period": "2026-08-15"
            },
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              "value": 7093,
              "period": "2026-08-16"
            },
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              "value": 7048,
              "period": "2026-08-17"
            },
            {
              "value": 7222,
              "period": "2026-08-18"
            },
            {
              "value": 7384,
              "period": "2026-08-19"
            },
            {
              "value": 7587,
              "period": "2026-08-20"
            },
            {
              "value": 7695,
              "period": "2026-08-21"
            },
            {
              "value": 6676,
              "period": "2026-08-22"
            },
            {
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              "period": "2026-08-23"
            },
            {
              "value": 6668,
              "period": "2026-08-24"
            },
            {
              "value": 7257,
              "period": "2026-08-25"
            },
            {
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              "period": "2026-08-26"
            },
            {
              "value": 7475,
              "period": "2026-08-27"
            },
            {
              "value": 7808,
              "period": "2026-08-28"
            },
            {
              "value": 7986,
              "period": "2026-08-29"
            },
            {
              "value": 7844,
              "period": "2026-08-30"
            },
            {
              "value": 8102,
              "period": "2026-08-31"
            },
            {
              "value": 7994,
              "period": "2026-09-01"
            },
            {
              "value": 8098,
              "period": "2026-09-02"
            },
            {
              "value": 8240,
              "period": "2026-09-03"
            },
            {
              "value": 8349,
              "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"
            },
            {
              "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,
              "period": "2026-09-19"
            },
            {
              "value": 8825,
              "period": "2026-09-20"
            },
            {
              "value": 9115,
              "period": "2026-09-21"
            },
            {
              "value": 9339,
              "period": "2026-09-22"
            },
            {
              "value": 9563,
              "period": "2026-09-23"
            },
            {
              "value": 9897,
              "period": "2026-09-24"
            },
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              "value": 10269,
              "period": "2026-09-25"
            },
            {
              "value": 10305,
              "period": "2026-09-26"
            },
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              "period": "2026-09-27"
            },
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              "value": 10034,
              "period": "2026-09-28"
            }
          ]
        },
        {
          "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"
            },
            {
              "value": 50.2,
              "period": "2026-08-15"
            },
            {
              "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,
              "period": "2026-09-09"
            },
            {
              "value": 50.7,
              "period": "2026-09-10"
            },
            {
              "value": 50.5,
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            },
            {
              "value": 50.6,
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            },
            {
              "value": 50.3,
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            },
            {
              "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,
              "period": "2026-09-21"
            },
            {
              "value": 49.6,
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            },
            {
              "value": 49.5,
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            {
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            },
            {
              "value": 51.5,
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            },
            {
              "value": 51.8,
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            },
            {
              "value": 51.8,
              "period": "2026-09-27"
            },
            {
              "value": 51.8,
              "period": "2026-09-28"
            }
          ]
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "points": [
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              "value": 145500,
              "period": "2026-08-11"
            },
            {
              "value": 145000,
              "period": "2026-08-12"
            },
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              "value": 147250,
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              "value": 147812,
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              "value": 153000,
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              "value": 153000,
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            },
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              "value": 153000,
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            },
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              "value": 155500,
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            },
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              "value": 155000,
              "period": "2026-08-29"
            },
            {
              "value": 153350,
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            },
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              "value": 154800,
              "period": "2026-08-31"
            },
            {
              "value": 152880,
              "period": "2026-09-01"
            },
            {
              "value": 151375,
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            },
            {
              "value": 152000,
              "period": "2026-09-03"
            },
            {
              "value": 151750,
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            },
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              "value": 152000,
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            },
            {
              "value": 152185,
              "period": "2026-09-06"
            },
            {
              "value": 152000,
              "period": "2026-09-07"
            },
            {
              "value": 158135,
              "period": "2026-09-08"
            },
            {
              "value": 158000,
              "period": "2026-09-09"
            },
            {
              "value": 157500,
              "period": "2026-09-10"
            },
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              "value": 157500,
              "period": "2026-09-11"
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              "value": 157493,
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            },
            {
              "value": 155625,
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            },
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              "value": 155300,
              "period": "2026-09-14"
            },
            {
              "value": 156294,
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            },
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              "value": 156119,
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            },
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              "value": 157000,
              "period": "2026-09-17"
            },
            {
              "value": 156000,
              "period": "2026-09-18"
            },
            {
              "value": 156550,
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            },
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              "value": 156025,
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            },
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              "value": 155459,
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            },
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              "value": 155588,
              "period": "2026-09-22"
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              "value": 155512,
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              "value": 155856,
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            },
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              "value": 155000,
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              "value": 155230,
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              "value": 156000,
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            {
              "value": 155911,
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            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 10034,
          "change": 62,
          "previous_value": 9972
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 6024,
          "change": -119,
          "previous_value": 6143
        },
        {
          "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": 155911,
          "change": -89,
          "previous_value": 156000
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1049,
          "change": 2,
          "previous_value": 1047
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 5011,
              "active_jobs": 8344,
              "applications": 523,
              "candidate_demand": 1786,
              "jobs_per_100_candidates": 467.2
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4746,
              "active_jobs": 7837,
              "applications": 527,
              "candidate_demand": 2698,
              "jobs_per_100_candidates": 290.5
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4374,
              "active_jobs": 7507,
              "applications": 504,
              "candidate_demand": 594,
              "jobs_per_100_candidates": 1263.8
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4272,
              "active_jobs": 7316,
              "applications": 537,
              "candidate_demand": 4977,
              "jobs_per_100_candidates": 147.0
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4396,
              "active_jobs": 7175,
              "applications": 426,
              "candidate_demand": 2484,
              "jobs_per_100_candidates": 288.8
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3906,
              "active_jobs": 6551,
              "applications": 408,
              "candidate_demand": 254,
              "jobs_per_100_candidates": 2579.1
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3486,
              "active_jobs": 6521,
              "applications": 453,
              "candidate_demand": 245,
              "jobs_per_100_candidates": 2661.6
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3718,
              "active_jobs": 6273,
              "applications": 372,
              "candidate_demand": 3781,
              "jobs_per_100_candidates": 165.9
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3718,
              "active_jobs": 6186,
              "applications": 356,
              "candidate_demand": 295,
              "jobs_per_100_candidates": 2096.9
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3060,
              "active_jobs": 5125,
              "applications": 304,
              "candidate_demand": 808,
              "jobs_per_100_candidates": 634.3
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2930,
              "active_jobs": 4525,
              "applications": 251,
              "candidate_demand": 698,
              "jobs_per_100_candidates": 648.3
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2639,
              "active_jobs": 4359,
              "applications": 212,
              "candidate_demand": 1711,
              "jobs_per_100_candidates": 254.8
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2664,
              "active_jobs": 4308,
              "applications": 257,
              "candidate_demand": 719,
              "jobs_per_100_candidates": 599.2
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2420,
              "active_jobs": 4157,
              "applications": 196,
              "candidate_demand": 2640,
              "jobs_per_100_candidates": 157.5
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2090,
              "active_jobs": 3843,
              "applications": 225,
              "candidate_demand": 2227,
              "jobs_per_100_candidates": 172.6
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1894,
              "active_jobs": 3428,
              "applications": 221,
              "candidate_demand": 130,
              "jobs_per_100_candidates": 2636.9
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 2002,
              "active_jobs": 3233,
              "applications": 165,
              "candidate_demand": 362,
              "jobs_per_100_candidates": 893.1
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1385,
              "active_jobs": 2446,
              "applications": 184,
              "candidate_demand": 87,
              "jobs_per_100_candidates": 2811.5
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1242,
              "active_jobs": 1986,
              "applications": 118,
              "candidate_demand": 728,
              "jobs_per_100_candidates": 272.8
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1046,
              "active_jobs": 1649,
              "applications": 121,
              "candidate_demand": 2149,
              "jobs_per_100_candidates": 76.7
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 806,
              "active_jobs": 1495,
              "applications": 158,
              "candidate_demand": 84,
              "jobs_per_100_candidates": 1779.8
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 926,
              "active_jobs": 1448,
              "applications": 88,
              "candidate_demand": 155,
              "jobs_per_100_candidates": 934.2
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 576,
              "active_jobs": 994,
              "applications": 88,
              "candidate_demand": 1723,
              "jobs_per_100_candidates": 57.7
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 547,
              "active_jobs": 864,
              "applications": 134,
              "candidate_demand": 2816,
              "jobs_per_100_candidates": 30.7
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 452,
              "active_jobs": 771,
              "applications": 54,
              "candidate_demand": 333,
              "jobs_per_100_candidates": 231.5
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 213,
              "active_jobs": 515,
              "applications": 99,
              "candidate_demand": 45,
              "jobs_per_100_candidates": 1144.4
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 195,
              "active_jobs": 342,
              "applications": 39,
              "candidate_demand": 55,
              "jobs_per_100_candidates": 621.8
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 6452
            },
            {
              "label": "Canada",
              "active_jobs": 929
            },
            {
              "label": "United Kingdom",
              "active_jobs": 624
            },
            {
              "label": "Germany",
              "active_jobs": 286
            },
            {
              "label": "Spain",
              "active_jobs": 233
            },
            {
              "label": "India",
              "active_jobs": 233
            },
            {
              "label": "Mexico",
              "active_jobs": 196
            },
            {
              "label": "Poland",
              "active_jobs": 188
            },
            {
              "label": "South Africa",
              "active_jobs": 169
            },
            {
              "label": "Ireland",
              "active_jobs": 161
            },
            {
              "label": "Philippines",
              "active_jobs": 160
            },
            {
              "label": "Netherlands",
              "active_jobs": 124
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 47.7,
              "active_jobs": 4790
            },
            {
              "label": "Mid level",
              "percent": 26.4,
              "active_jobs": 2647
            },
            {
              "label": "Lead / principal",
              "percent": 12.3,
              "active_jobs": 1233
            },
            {
              "label": "Not stated",
              "percent": 7.4,
              "active_jobs": 739
            },
            {
              "label": "Entry level",
              "percent": 4.8,
              "active_jobs": 477
            },
            {
              "label": "Executive",
              "percent": 1.5,
              "active_jobs": 148
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.2,
              "active_jobs": 324
            },
            {
              "label": "Multiple countries",
              "percent": 9.4,
              "active_jobs": 939
            },
            {
              "label": "United States only",
              "percent": 58.0,
              "active_jobs": 5817
            },
            {
              "label": "Single-country restricted",
              "percent": 24.8,
              "active_jobs": 2484
            },
            {
              "label": "Location not structured",
              "percent": 4.7,
              "active_jobs": 470
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 8.8,
              "active_jobs": 879
            },
            {
              "label": "America/Chicago",
              "percent": 7.0,
              "active_jobs": 703
            },
            {
              "label": "America/Los_Angeles",
              "percent": 6.8,
              "active_jobs": 684
            },
            {
              "label": "America/Denver",
              "percent": 5.7,
              "active_jobs": 570
            },
            {
              "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": 259
            },
            {
              "label": "America/Vancouver",
              "percent": 2.4,
              "active_jobs": 237
            },
            {
              "label": "EST",
              "percent": 2.3,
              "active_jobs": 230
            },
            {
              "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": 767
            },
            {
              "label": "$75k-$99k",
              "percent": 10.0,
              "active_jobs": 521
            },
            {
              "label": "$100k-$149k",
              "percent": 21.6,
              "active_jobs": 1121
            },
            {
              "label": "$150k-$199k",
              "percent": 24.1,
              "active_jobs": 1253
            },
            {
              "label": "$200k+",
              "percent": 29.5,
              "active_jobs": 1533
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-28, revision 2 (https://wfh.team/research/datasets/remote-job-market/2026-09-28)."
}