{
  "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": "2026-09-30",
    "revision": 1,
    "period_start": "2026-08-31",
    "period_end": "2026-09-30",
    "published_at": "2026-09-30 12:45:44.945822+00:00",
    "source_updated_at": "2026-09-30 12:32:23.482999+00:00",
    "headline": "10,281 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +5.3% from the previous window; 52.5% of active listings include salary data.",
    "sample_size": 10281,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-30",
    "data": {
      "series": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "points": [
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              "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": "2026-08-20"
            },
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              "period": "2026-08-21"
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              "period": "2026-09-03"
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              "period": "2026-09-04"
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              "period": "2026-09-05"
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              "period": "2026-09-06"
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            {
              "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"
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              "value": 11406,
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            },
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              "value": 11291,
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              "value": 11423,
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              "value": 11495,
              "period": "2026-09-15"
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            {
              "value": 11644,
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            },
            {
              "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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            },
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            },
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              "value": 9972,
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            },
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            },
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              "period": "2026-09-30"
            }
          ]
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "points": [
            {
              "value": 48.5,
              "period": "2026-08-10"
            },
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              "value": 45.9,
              "period": "2026-08-11"
            },
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              "value": 50.9,
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            },
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            },
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              "value": 50.0,
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            },
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              "value": 50.2,
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            },
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              "value": 50.4,
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            },
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              "value": 50.2,
              "period": "2026-08-17"
            },
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              "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,
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            },
            {
              "value": 52.6,
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            },
            {
              "value": 52.7,
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            },
            {
              "value": 52.6,
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            },
            {
              "value": 52.4,
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            },
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              "value": 53.2,
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            },
            {
              "value": 53.3,
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            },
            {
              "value": 52.8,
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            },
            {
              "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,
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            },
            {
              "value": 50.0,
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            },
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              "value": 49.9,
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            },
            {
              "value": 49.9,
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            },
            {
              "value": 49.9,
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            },
            {
              "value": 48.5,
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            },
            {
              "value": 49.3,
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            },
            {
              "value": 49.6,
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            {
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            },
            {
              "value": 51.5,
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            {
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            {
              "value": 52.5,
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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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              "value": 152880,
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            {
              "value": 151375,
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            {
              "value": 152000,
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              "value": 151750,
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              "value": 152000,
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              "value": 152185,
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              "value": 152000,
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              "value": 158135,
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              "value": 158000,
              "period": "2026-09-09"
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              "value": 157500,
              "period": "2026-09-10"
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              "value": 157500,
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              "value": 155625,
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              "value": 155300,
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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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              "value": 155459,
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              "value": 155512,
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              "value": 155856,
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              "value": 155000,
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          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 10281,
          "change": 179,
          "previous_value": 10102
        },
        {
          "key": "new_jobs",
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          "label": "New remote jobs",
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          "change": 121,
          "previous_value": 6007
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
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          "change": 0.0,
          "previous_value": 52.5
        },
        {
          "key": "median_salary",
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          "label": "Median listed salary",
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        },
        {
          "key": "active_companies",
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          "label": "Hiring companies",
          "value": 1048,
          "change": 1,
          "previous_value": 1047
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
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              "key": "product",
              "label": "Product",
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              "active_jobs": 8542,
              "applications": 559,
              "candidate_demand": 1791,
              "jobs_per_100_candidates": 476.9
            },
            {
              "key": "software",
              "label": "Software",
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              "applications": 564,
              "candidate_demand": 2709,
              "jobs_per_100_candidates": 294.8
            },
            {
              "key": "operations",
              "label": "Operations",
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              "active_jobs": 7677,
              "applications": 541,
              "candidate_demand": 602,
              "jobs_per_100_candidates": 1275.2
            },
            {
              "key": "support",
              "label": "Customer support",
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              "active_jobs": 7491,
              "applications": 569,
              "candidate_demand": 4992,
              "jobs_per_100_candidates": 150.1
            },
            {
              "key": "data",
              "label": "Data",
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              "active_jobs": 7348,
              "applications": 457,
              "candidate_demand": 2504,
              "jobs_per_100_candidates": 293.5
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
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              "active_jobs": 6764,
              "applications": 474,
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              "jobs_per_100_candidates": 2663.0
            },
            {
              "key": "customer_success",
              "label": "Customer success",
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              "active_jobs": 6688,
              "applications": 432,
              "candidate_demand": 255,
              "jobs_per_100_candidates": 2622.7
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3751,
              "active_jobs": 6384,
              "applications": 401,
              "candidate_demand": 3787,
              "jobs_per_100_candidates": 168.6
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3779,
              "active_jobs": 6342,
              "applications": 383,
              "candidate_demand": 300,
              "jobs_per_100_candidates": 2114.0
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3023,
              "active_jobs": 5164,
              "applications": 321,
              "candidate_demand": 812,
              "jobs_per_100_candidates": 636.0
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 3033,
              "active_jobs": 4679,
              "applications": 268,
              "candidate_demand": 698,
              "jobs_per_100_candidates": 670.3
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2679,
              "active_jobs": 4468,
              "applications": 223,
              "candidate_demand": 1712,
              "jobs_per_100_candidates": 261.0
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2689,
              "active_jobs": 4383,
              "applications": 279,
              "candidate_demand": 726,
              "jobs_per_100_candidates": 603.7
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2410,
              "active_jobs": 4198,
              "applications": 210,
              "candidate_demand": 2643,
              "jobs_per_100_candidates": 158.8
            },
            {
              "key": "backend",
              "label": "Backend",
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              "active_jobs": 3803,
              "applications": 244,
              "candidate_demand": 2241,
              "jobs_per_100_candidates": 169.7
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1982,
              "active_jobs": 3559,
              "applications": 235,
              "candidate_demand": 132,
              "jobs_per_100_candidates": 2696.2
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 2069,
              "active_jobs": 3342,
              "applications": 178,
              "candidate_demand": 363,
              "jobs_per_100_candidates": 920.7
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1480,
              "active_jobs": 2555,
              "applications": 194,
              "candidate_demand": 90,
              "jobs_per_100_candidates": 2838.9
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1193,
              "active_jobs": 1979,
              "applications": 135,
              "candidate_demand": 734,
              "jobs_per_100_candidates": 269.6
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1049,
              "active_jobs": 1671,
              "applications": 127,
              "candidate_demand": 2152,
              "jobs_per_100_candidates": 77.6
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 810,
              "active_jobs": 1510,
              "applications": 163,
              "candidate_demand": 87,
              "jobs_per_100_candidates": 1735.6
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 959,
              "active_jobs": 1496,
              "applications": 92,
              "candidate_demand": 157,
              "jobs_per_100_candidates": 952.9
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 550,
              "active_jobs": 982,
              "applications": 98,
              "candidate_demand": 1728,
              "jobs_per_100_candidates": 56.8
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 567,
              "active_jobs": 895,
              "applications": 143,
              "candidate_demand": 2824,
              "jobs_per_100_candidates": 31.7
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 429,
              "active_jobs": 760,
              "applications": 58,
              "candidate_demand": 336,
              "jobs_per_100_candidates": 226.2
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 229,
              "active_jobs": 539,
              "applications": 107,
              "candidate_demand": 45,
              "jobs_per_100_candidates": 1197.8
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 212,
              "active_jobs": 361,
              "applications": 42,
              "candidate_demand": 60,
              "jobs_per_100_candidates": 601.7
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 6675
            },
            {
              "label": "Canada",
              "active_jobs": 963
            },
            {
              "label": "United Kingdom",
              "active_jobs": 630
            },
            {
              "label": "Germany",
              "active_jobs": 289
            },
            {
              "label": "India",
              "active_jobs": 223
            },
            {
              "label": "Spain",
              "active_jobs": 212
            },
            {
              "label": "Mexico",
              "active_jobs": 201
            },
            {
              "label": "Ireland",
              "active_jobs": 167
            },
            {
              "label": "Philippines",
              "active_jobs": 166
            },
            {
              "label": "Poland",
              "active_jobs": 163
            },
            {
              "label": "South Africa",
              "active_jobs": 159
            },
            {
              "label": "Netherlands",
              "active_jobs": 126
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 46.6,
              "active_jobs": 4795
            },
            {
              "label": "Mid level",
              "percent": 27.3,
              "active_jobs": 2811
            },
            {
              "label": "Lead / principal",
              "percent": 12.4,
              "active_jobs": 1273
            },
            {
              "label": "Not stated",
              "percent": 7.2,
              "active_jobs": 740
            },
            {
              "label": "Entry level",
              "percent": 4.9,
              "active_jobs": 506
            },
            {
              "label": "Executive",
              "percent": 1.5,
              "active_jobs": 156
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.3,
              "active_jobs": 336
            },
            {
              "label": "Multiple countries",
              "percent": 9.3,
              "active_jobs": 957
            },
            {
              "label": "United States only",
              "percent": 58.6,
              "active_jobs": 6022
            },
            {
              "label": "Single-country restricted",
              "percent": 23.9,
              "active_jobs": 2458
            },
            {
              "label": "Location not structured",
              "percent": 4.9,
              "active_jobs": 508
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 8.4,
              "active_jobs": 865
            },
            {
              "label": "America/Chicago",
              "percent": 6.7,
              "active_jobs": 690
            },
            {
              "label": "America/Los_Angeles",
              "percent": 6.5,
              "active_jobs": 668
            },
            {
              "label": "America/Denver",
              "percent": 5.4,
              "active_jobs": 557
            },
            {
              "label": "US timezones",
              "percent": 3.2,
              "active_jobs": 334
            },
            {
              "label": "America/Toronto",
              "percent": 3.2,
              "active_jobs": 324
            },
            {
              "label": "Europe/London",
              "percent": 2.4,
              "active_jobs": 248
            },
            {
              "label": "America/Vancouver",
              "percent": 2.3,
              "active_jobs": 233
            },
            {
              "label": "EST",
              "percent": 2.2,
              "active_jobs": 231
            },
            {
              "label": "PST",
              "percent": 1.9,
              "active_jobs": 200
            },
            {
              "label": "America/Edmonton",
              "percent": 1.9,
              "active_jobs": 191
            },
            {
              "label": "Global",
              "percent": 1.7,
              "active_jobs": 179
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.4,
              "active_jobs": 777
            },
            {
              "label": "$75k-$99k",
              "percent": 10.0,
              "active_jobs": 539
            },
            {
              "label": "$100k-$149k",
              "percent": 21.7,
              "active_jobs": 1170
            },
            {
              "label": "$150k-$199k",
              "percent": 24.3,
              "active_jobs": 1310
            },
            {
              "label": "$200k+",
              "percent": 29.7,
              "active_jobs": 1602
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-30, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-09-30)."
}