{
  "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": "2026-09-25",
    "revision": 1,
    "period_start": "2026-08-26",
    "period_end": "2026-09-25",
    "published_at": "2026-09-25 12:45:44.358211+00:00",
    "source_updated_at": "2026-09-25 12:32:29.341670+00:00",
    "headline": "10,269 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +14.3% from the previous window; 51.5% of active listings include salary data.",
    "sample_size": 10269,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-25",
    "data": {
      "series": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
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            },
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              "period": "2026-08-11"
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            },
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            },
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            },
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              "period": "2026-08-20"
            },
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              "period": "2026-08-21"
            },
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              "period": "2026-08-22"
            },
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              "period": "2026-08-23"
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            {
              "value": 8424,
              "period": "2026-09-05"
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              "period": "2026-09-06"
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            {
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              "period": "2026-09-07"
            },
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              "value": 11307,
              "period": "2026-09-08"
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              "value": 11301,
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              "period": "2026-09-11"
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            },
            {
              "value": 11291,
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            },
            {
              "value": 11423,
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              "value": 11495,
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              "period": "2026-09-20"
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            },
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            }
          ]
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
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            {
              "value": 48.5,
              "period": "2026-08-10"
            },
            {
              "value": 45.9,
              "period": "2026-08-11"
            },
            {
              "value": 50.9,
              "period": "2026-08-12"
            },
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              "value": 50.5,
              "period": "2026-08-13"
            },
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              "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,
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            },
            {
              "value": 50.2,
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            },
            {
              "value": 50.1,
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            },
            {
              "value": 50.3,
              "period": "2026-08-19"
            },
            {
              "value": 50.5,
              "period": "2026-08-20"
            },
            {
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              "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,
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            },
            {
              "value": 52.6,
              "period": "2026-09-04"
            },
            {
              "value": 52.7,
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            },
            {
              "value": 52.6,
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            },
            {
              "value": 52.6,
              "period": "2026-09-07"
            },
            {
              "value": 51.5,
              "period": "2026-09-08"
            },
            {
              "value": 50.0,
              "period": "2026-09-09"
            },
            {
              "value": 50.7,
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            },
            {
              "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,
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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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            },
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            },
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            },
            {
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            },
            {
              "value": 51.5,
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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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              "period": "2026-08-12"
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            {
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            },
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              "value": 155000,
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            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 10269,
          "change": 372,
          "previous_value": 9897
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
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          "change": 184,
          "previous_value": 6185
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 51.5,
          "change": 1.1,
          "previous_value": 50.4
        },
        {
          "key": "median_salary",
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          "label": "Median listed salary",
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          "change": -856,
          "previous_value": 155856
        },
        {
          "key": "active_companies",
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          "label": "Hiring companies",
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          "change": 5,
          "previous_value": 1061
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
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              "key": "product",
              "label": "Product",
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              "active_jobs": 8534,
              "applications": 487,
              "candidate_demand": 1781,
              "jobs_per_100_candidates": 479.2
            },
            {
              "key": "software",
              "label": "Software",
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              "active_jobs": 7976,
              "applications": 493,
              "candidate_demand": 2684,
              "jobs_per_100_candidates": 297.2
            },
            {
              "key": "operations",
              "label": "Operations",
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              "active_jobs": 7746,
              "applications": 467,
              "candidate_demand": 582,
              "jobs_per_100_candidates": 1330.9
            },
            {
              "key": "support",
              "label": "Customer support",
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              "active_jobs": 7547,
              "applications": 493,
              "candidate_demand": 4949,
              "jobs_per_100_candidates": 152.5
            },
            {
              "key": "data",
              "label": "Data",
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              "active_jobs": 7289,
              "applications": 401,
              "candidate_demand": 2459,
              "jobs_per_100_candidates": 296.4
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3777,
              "active_jobs": 6789,
              "applications": 419,
              "candidate_demand": 238,
              "jobs_per_100_candidates": 2852.5
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 4144,
              "active_jobs": 6743,
              "applications": 373,
              "candidate_demand": 250,
              "jobs_per_100_candidates": 2697.2
            },
            {
              "key": "marketing",
              "label": "Marketing",
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              "active_jobs": 6447,
              "applications": 362,
              "candidate_demand": 3773,
              "jobs_per_100_candidates": 170.9
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3925,
              "active_jobs": 6322,
              "applications": 346,
              "candidate_demand": 286,
              "jobs_per_100_candidates": 2210.5
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3266,
              "active_jobs": 5304,
              "applications": 294,
              "candidate_demand": 803,
              "jobs_per_100_candidates": 660.5
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 3036,
              "active_jobs": 4576,
              "applications": 226,
              "candidate_demand": 699,
              "jobs_per_100_candidates": 654.6
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2792,
              "active_jobs": 4497,
              "applications": 211,
              "candidate_demand": 1702,
              "jobs_per_100_candidates": 264.2
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2785,
              "active_jobs": 4323,
              "applications": 254,
              "candidate_demand": 706,
              "jobs_per_100_candidates": 612.3
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2511,
              "active_jobs": 4143,
              "applications": 205,
              "candidate_demand": 2638,
              "jobs_per_100_candidates": 157.1
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2221,
              "active_jobs": 3845,
              "applications": 230,
              "candidate_demand": 2214,
              "jobs_per_100_candidates": 173.7
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2033,
              "active_jobs": 3570,
              "applications": 193,
              "candidate_demand": 124,
              "jobs_per_100_candidates": 2879.0
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 2127,
              "active_jobs": 3378,
              "applications": 157,
              "candidate_demand": 361,
              "jobs_per_100_candidates": 935.7
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1501,
              "active_jobs": 2645,
              "applications": 165,
              "candidate_demand": 81,
              "jobs_per_100_candidates": 3265.4
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1286,
              "active_jobs": 2047,
              "applications": 117,
              "candidate_demand": 719,
              "jobs_per_100_candidates": 284.7
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1092,
              "active_jobs": 1641,
              "applications": 118,
              "candidate_demand": 2144,
              "jobs_per_100_candidates": 76.5
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 816,
              "active_jobs": 1536,
              "applications": 136,
              "candidate_demand": 80,
              "jobs_per_100_candidates": 1920.0
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 996,
              "active_jobs": 1472,
              "applications": 83,
              "candidate_demand": 153,
              "jobs_per_100_candidates": 962.1
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 589,
              "active_jobs": 977,
              "applications": 90,
              "candidate_demand": 1714,
              "jobs_per_100_candidates": 57.0
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 584,
              "active_jobs": 944,
              "applications": 103,
              "candidate_demand": 2797,
              "jobs_per_100_candidates": 33.8
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 472,
              "active_jobs": 759,
              "applications": 44,
              "candidate_demand": 329,
              "jobs_per_100_candidates": 230.7
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 235,
              "active_jobs": 547,
              "applications": 71,
              "candidate_demand": 42,
              "jobs_per_100_candidates": 1302.4
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 207,
              "active_jobs": 377,
              "applications": 37,
              "candidate_demand": 53,
              "jobs_per_100_candidates": 711.3
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 6682
            },
            {
              "label": "Canada",
              "active_jobs": 917
            },
            {
              "label": "United Kingdom",
              "active_jobs": 614
            },
            {
              "label": "Germany",
              "active_jobs": 283
            },
            {
              "label": "India",
              "active_jobs": 236
            },
            {
              "label": "Spain",
              "active_jobs": 230
            },
            {
              "label": "Mexico",
              "active_jobs": 201
            },
            {
              "label": "Poland",
              "active_jobs": 187
            },
            {
              "label": "South Africa",
              "active_jobs": 166
            },
            {
              "label": "Ireland",
              "active_jobs": 163
            },
            {
              "label": "Philippines",
              "active_jobs": 159
            },
            {
              "label": "Netherlands",
              "active_jobs": 123
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 48.0,
              "active_jobs": 4927
            },
            {
              "label": "Mid level",
              "percent": 26.7,
              "active_jobs": 2744
            },
            {
              "label": "Lead / principal",
              "percent": 11.8,
              "active_jobs": 1213
            },
            {
              "label": "Not stated",
              "percent": 7.2,
              "active_jobs": 741
            },
            {
              "label": "Entry level",
              "percent": 4.9,
              "active_jobs": 499
            },
            {
              "label": "Executive",
              "percent": 1.4,
              "active_jobs": 145
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.1,
              "active_jobs": 321
            },
            {
              "label": "Multiple countries",
              "percent": 9.0,
              "active_jobs": 926
            },
            {
              "label": "United States only",
              "percent": 59.0,
              "active_jobs": 6056
            },
            {
              "label": "Single-country restricted",
              "percent": 24.4,
              "active_jobs": 2503
            },
            {
              "label": "Location not structured",
              "percent": 4.5,
              "active_jobs": 463
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 9.4,
              "active_jobs": 966
            },
            {
              "label": "America/Chicago",
              "percent": 7.4,
              "active_jobs": 763
            },
            {
              "label": "America/Los_Angeles",
              "percent": 7.2,
              "active_jobs": 739
            },
            {
              "label": "America/Denver",
              "percent": 6.0,
              "active_jobs": 613
            },
            {
              "label": "US timezones",
              "percent": 3.4,
              "active_jobs": 345
            },
            {
              "label": "America/Toronto",
              "percent": 3.3,
              "active_jobs": 342
            },
            {
              "label": "Europe/London",
              "percent": 2.6,
              "active_jobs": 267
            },
            {
              "label": "EST",
              "percent": 2.4,
              "active_jobs": 249
            },
            {
              "label": "America/Vancouver",
              "percent": 2.3,
              "active_jobs": 240
            },
            {
              "label": "PST",
              "percent": 2.0,
              "active_jobs": 208
            },
            {
              "label": "US/Eastern",
              "percent": 1.9,
              "active_jobs": 196
            },
            {
              "label": "America/Edmonton",
              "percent": 1.9,
              "active_jobs": 196
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.7,
              "active_jobs": 778
            },
            {
              "label": "$75k-$99k",
              "percent": 10.1,
              "active_jobs": 535
            },
            {
              "label": "$100k-$149k",
              "percent": 22.1,
              "active_jobs": 1168
            },
            {
              "label": "$150k-$199k",
              "percent": 23.8,
              "active_jobs": 1256
            },
            {
              "label": "$200k+",
              "percent": 29.3,
              "active_jobs": 1547
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-25, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-09-25)."
}