{
  "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": "2026-10-22",
    "revision": 1,
    "period_start": "2026-09-22",
    "period_end": "2026-10-22",
    "published_at": "2026-10-22 12:45:50.432941+00:00",
    "source_updated_at": "2026-10-22 12:33:05.616164+00:00",
    "headline": "13,614 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +2.2% from the previous window; 50.7% of active listings include salary data.",
    "sample_size": 13614,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-22",
    "data": {
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      ],
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          "label": "Active remote jobs",
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      ],
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              "candidate_demand": 1873,
              "jobs_per_100_candidates": 603.4
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4282,
              "active_jobs": 10816,
              "applications": 678,
              "candidate_demand": 2804,
              "jobs_per_100_candidates": 385.7
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 3951,
              "active_jobs": 10122,
              "applications": 712,
              "candidate_demand": 722,
              "jobs_per_100_candidates": 1401.9
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4008,
              "active_jobs": 9902,
              "applications": 584,
              "candidate_demand": 2668,
              "jobs_per_100_candidates": 371.1
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 3763,
              "active_jobs": 9632,
              "applications": 693,
              "candidate_demand": 5208,
              "jobs_per_100_candidates": 184.9
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3636,
              "active_jobs": 9024,
              "applications": 558,
              "candidate_demand": 329,
              "jobs_per_100_candidates": 2742.9
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3372,
              "active_jobs": 8461,
              "applications": 505,
              "candidate_demand": 3849,
              "jobs_per_100_candidates": 219.8
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3289,
              "active_jobs": 8458,
              "applications": 444,
              "candidate_demand": 357,
              "jobs_per_100_candidates": 2369.2
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 2893,
              "active_jobs": 8394,
              "applications": 528,
              "candidate_demand": 322,
              "jobs_per_100_candidates": 2606.8
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 2684,
              "active_jobs": 7034,
              "applications": 389,
              "candidate_demand": 846,
              "jobs_per_100_candidates": 831.4
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2484,
              "active_jobs": 6214,
              "applications": 335,
              "candidate_demand": 711,
              "jobs_per_100_candidates": 874.0
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2301,
              "active_jobs": 6000,
              "applications": 236,
              "candidate_demand": 1773,
              "jobs_per_100_candidates": 338.4
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2238,
              "active_jobs": 5793,
              "applications": 307,
              "candidate_demand": 780,
              "jobs_per_100_candidates": 742.7
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2279,
              "active_jobs": 5751,
              "applications": 275,
              "candidate_demand": 2682,
              "jobs_per_100_candidates": 214.4
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1737,
              "active_jobs": 4543,
              "applications": 311,
              "candidate_demand": 173,
              "jobs_per_100_candidates": 2626.0
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1828,
              "active_jobs": 4407,
              "applications": 207,
              "candidate_demand": 381,
              "jobs_per_100_candidates": 1156.7
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1353,
              "active_jobs": 4309,
              "applications": 276,
              "candidate_demand": 2337,
              "jobs_per_100_candidates": 184.4
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1185,
              "active_jobs": 3128,
              "applications": 225,
              "candidate_demand": 146,
              "jobs_per_100_candidates": 2142.5
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1165,
              "active_jobs": 2825,
              "applications": 216,
              "candidate_demand": 795,
              "jobs_per_100_candidates": 355.3
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 985,
              "active_jobs": 2324,
              "applications": 156,
              "candidate_demand": 2204,
              "jobs_per_100_candidates": 105.4
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 877,
              "active_jobs": 2154,
              "applications": 115,
              "candidate_demand": 193,
              "jobs_per_100_candidates": 1116.1
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 853,
              "active_jobs": 1942,
              "applications": 186,
              "candidate_demand": 121,
              "jobs_per_100_candidates": 1605.0
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 504,
              "active_jobs": 1327,
              "applications": 124,
              "candidate_demand": 1788,
              "jobs_per_100_candidates": 74.2
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 404,
              "active_jobs": 1041,
              "applications": 82,
              "candidate_demand": 354,
              "jobs_per_100_candidates": 294.1
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 352,
              "active_jobs": 954,
              "applications": 198,
              "candidate_demand": 2933,
              "jobs_per_100_candidates": 32.5
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 296,
              "active_jobs": 709,
              "applications": 134,
              "candidate_demand": 65,
              "jobs_per_100_candidates": 1090.8
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 151,
              "active_jobs": 403,
              "applications": 36,
              "candidate_demand": 97,
              "jobs_per_100_candidates": 415.5
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 8523
            },
            {
              "label": "Canada",
              "active_jobs": 1279
            },
            {
              "label": "United Kingdom",
              "active_jobs": 884
            },
            {
              "label": "India",
              "active_jobs": 488
            },
            {
              "label": "Germany",
              "active_jobs": 430
            },
            {
              "label": "Spain",
              "active_jobs": 340
            },
            {
              "label": "South Africa",
              "active_jobs": 281
            },
            {
              "label": "Ireland",
              "active_jobs": 277
            },
            {
              "label": "Poland",
              "active_jobs": 265
            },
            {
              "label": "Netherlands",
              "active_jobs": 235
            },
            {
              "label": "France",
              "active_jobs": 232
            },
            {
              "label": "Philippines",
              "active_jobs": 219
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 37.7,
              "active_jobs": 5133
            },
            {
              "label": "Mid level",
              "percent": 32.9,
              "active_jobs": 4481
            },
            {
              "label": "Lead / principal",
              "percent": 16.6,
              "active_jobs": 2256
            },
            {
              "label": "Not stated",
              "percent": 5.4,
              "active_jobs": 732
            },
            {
              "label": "Entry level",
              "percent": 5.3,
              "active_jobs": 727
            },
            {
              "label": "Executive",
              "percent": 2.1,
              "active_jobs": 285
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 4.0,
              "active_jobs": 543
            },
            {
              "label": "Multiple countries",
              "percent": 9.7,
              "active_jobs": 1318
            },
            {
              "label": "United States only",
              "percent": 55.9,
              "active_jobs": 7616
            },
            {
              "label": "Single-country restricted",
              "percent": 25.5,
              "active_jobs": 3475
            },
            {
              "label": "Location not structured",
              "percent": 4.9,
              "active_jobs": 662
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 3.3,
              "active_jobs": 456
            },
            {
              "label": "Global",
              "percent": 2.8,
              "active_jobs": 381
            },
            {
              "label": "America/Chicago",
              "percent": 2.5,
              "active_jobs": 335
            },
            {
              "label": "America/Los_Angeles",
              "percent": 2.3,
              "active_jobs": 312
            },
            {
              "label": "America/Denver",
              "percent": 1.8,
              "active_jobs": 244
            },
            {
              "label": "Eastern Time",
              "percent": 1.7,
              "active_jobs": 229
            },
            {
              "label": "US timezones",
              "percent": 1.4,
              "active_jobs": 184
            },
            {
              "label": "EST",
              "percent": 1.3,
              "active_jobs": 176
            },
            {
              "label": "Europe/London",
              "percent": 1.3,
              "active_jobs": 173
            },
            {
              "label": "Pacific Time",
              "percent": 1.1,
              "active_jobs": 147
            },
            {
              "label": "America/Toronto",
              "percent": 1.0,
              "active_jobs": 131
            },
            {
              "label": "PST",
              "percent": 0.9,
              "active_jobs": 129
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.5,
              "active_jobs": 1001
            },
            {
              "label": "$75k-$99k",
              "percent": 10.0,
              "active_jobs": 691
            },
            {
              "label": "$100k-$149k",
              "percent": 20.8,
              "active_jobs": 1438
            },
            {
              "label": "$150k-$199k",
              "percent": 24.2,
              "active_jobs": 1670
            },
            {
              "label": "$200k+",
              "percent": 30.4,
              "active_jobs": 2101
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-22, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-10-22)."
}