{
  "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": "2026-10-08",
    "revision": 1,
    "period_start": "2026-09-08",
    "period_end": "2026-10-08",
    "published_at": "2026-10-08 12:45:44.834714+00:00",
    "source_updated_at": "2026-10-08 12:32:25.909864+00:00",
    "headline": "11,234 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed -27.0% from the previous window; 52.2% of active listings include salary data.",
    "sample_size": 11234,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-08",
    "data": {
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          "key": "active_jobs",
          "unit": "count",
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            },
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          ]
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
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            },
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          ]
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
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          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 11234,
          "change": -24,
          "previous_value": 11258
        },
        {
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        },
        {
          "key": "salary_transparency",
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          "label": "Salary transparency",
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        {
          "key": "median_salary",
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        },
        {
          "key": "active_companies",
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          "label": "Hiring companies",
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        }
      ],
      "breakdowns": [
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          "rows": [
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              "label": "Product",
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              "applications": 594,
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              "jobs_per_100_candidates": 514.8
            },
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              "jobs_per_100_candidates": 320.1
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            {
              "key": "operations",
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            {
              "key": "data",
              "label": "Data",
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              "jobs_per_100_candidates": 320.3
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              "key": "support",
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              "key": "customer_success",
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              "candidate_demand": 284,
              "jobs_per_100_candidates": 2581.3
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
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              "applications": 471,
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              "jobs_per_100_candidates": 2629.8
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            {
              "key": "security",
              "label": "Security",
              "new_jobs": 2779,
              "active_jobs": 6957,
              "applications": 373,
              "candidate_demand": 329,
              "jobs_per_100_candidates": 2114.6
            },
            {
              "key": "marketing",
              "label": "Marketing",
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              "active_jobs": 6953,
              "applications": 415,
              "candidate_demand": 3809,
              "jobs_per_100_candidates": 182.5
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 2175,
              "active_jobs": 5670,
              "applications": 327,
              "candidate_demand": 824,
              "jobs_per_100_candidates": 688.1
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2154,
              "active_jobs": 5194,
              "applications": 275,
              "candidate_demand": 701,
              "jobs_per_100_candidates": 740.9
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 1836,
              "active_jobs": 4904,
              "applications": 216,
              "candidate_demand": 1737,
              "jobs_per_100_candidates": 282.3
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 1737,
              "active_jobs": 4735,
              "applications": 272,
              "candidate_demand": 751,
              "jobs_per_100_candidates": 630.5
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 1728,
              "active_jobs": 4573,
              "applications": 210,
              "candidate_demand": 2656,
              "jobs_per_100_candidates": 172.2
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1688,
              "active_jobs": 3928,
              "applications": 253,
              "candidate_demand": 148,
              "jobs_per_100_candidates": 2654.1
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1096,
              "active_jobs": 3831,
              "applications": 243,
              "candidate_demand": 2283,
              "jobs_per_100_candidates": 167.8
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1471,
              "active_jobs": 3633,
              "applications": 167,
              "candidate_demand": 371,
              "jobs_per_100_candidates": 979.2
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1105,
              "active_jobs": 2674,
              "applications": 194,
              "candidate_demand": 106,
              "jobs_per_100_candidates": 2522.6
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 874,
              "active_jobs": 2217,
              "applications": 169,
              "candidate_demand": 757,
              "jobs_per_100_candidates": 292.9
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 786,
              "active_jobs": 1843,
              "applications": 124,
              "candidate_demand": 2166,
              "jobs_per_100_candidates": 85.1
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 661,
              "active_jobs": 1629,
              "applications": 97,
              "candidate_demand": 173,
              "jobs_per_100_candidates": 941.6
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 702,
              "active_jobs": 1587,
              "applications": 166,
              "candidate_demand": 98,
              "jobs_per_100_candidates": 1619.4
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 376,
              "active_jobs": 1059,
              "applications": 112,
              "candidate_demand": 1756,
              "jobs_per_100_candidates": 60.3
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 399,
              "active_jobs": 876,
              "applications": 173,
              "candidate_demand": 2864,
              "jobs_per_100_candidates": 30.6
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 317,
              "active_jobs": 868,
              "applications": 61,
              "candidate_demand": 345,
              "jobs_per_100_candidates": 251.6
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 249,
              "active_jobs": 592,
              "applications": 109,
              "candidate_demand": 53,
              "jobs_per_100_candidates": 1117.0
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 167,
              "active_jobs": 354,
              "applications": 40,
              "candidate_demand": 73,
              "jobs_per_100_candidates": 484.9
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 7204
            },
            {
              "label": "Canada",
              "active_jobs": 1030
            },
            {
              "label": "United Kingdom",
              "active_jobs": 731
            },
            {
              "label": "Germany",
              "active_jobs": 361
            },
            {
              "label": "India",
              "active_jobs": 294
            },
            {
              "label": "Spain",
              "active_jobs": 273
            },
            {
              "label": "Ireland",
              "active_jobs": 232
            },
            {
              "label": "Poland",
              "active_jobs": 216
            },
            {
              "label": "Mexico",
              "active_jobs": 195
            },
            {
              "label": "Netherlands",
              "active_jobs": 185
            },
            {
              "label": "Philippines",
              "active_jobs": 183
            },
            {
              "label": "France",
              "active_jobs": 183
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 39.9,
              "active_jobs": 4479
            },
            {
              "label": "Mid level",
              "percent": 30.3,
              "active_jobs": 3399
            },
            {
              "label": "Lead / principal",
              "percent": 14.9,
              "active_jobs": 1669
            },
            {
              "label": "Not stated",
              "percent": 7.7,
              "active_jobs": 860
            },
            {
              "label": "Entry level",
              "percent": 5.2,
              "active_jobs": 581
            },
            {
              "label": "Executive",
              "percent": 2.2,
              "active_jobs": 246
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.6,
              "active_jobs": 400
            },
            {
              "label": "Multiple countries",
              "percent": 9.3,
              "active_jobs": 1048
            },
            {
              "label": "United States only",
              "percent": 57.7,
              "active_jobs": 6484
            },
            {
              "label": "Single-country restricted",
              "percent": 24.1,
              "active_jobs": 2709
            },
            {
              "label": "Location not structured",
              "percent": 5.3,
              "active_jobs": 593
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 4.7,
              "active_jobs": 527
            },
            {
              "label": "America/Chicago",
              "percent": 3.5,
              "active_jobs": 388
            },
            {
              "label": "America/Los_Angeles",
              "percent": 3.2,
              "active_jobs": 362
            },
            {
              "label": "America/Denver",
              "percent": 2.5,
              "active_jobs": 286
            },
            {
              "label": "Global",
              "percent": 2.3,
              "active_jobs": 254
            },
            {
              "label": "US timezones",
              "percent": 1.9,
              "active_jobs": 209
            },
            {
              "label": "EST",
              "percent": 1.6,
              "active_jobs": 179
            },
            {
              "label": "Europe/London",
              "percent": 1.6,
              "active_jobs": 179
            },
            {
              "label": "Eastern Time",
              "percent": 1.5,
              "active_jobs": 168
            },
            {
              "label": "America/Toronto",
              "percent": 1.4,
              "active_jobs": 154
            },
            {
              "label": "PST",
              "percent": 1.1,
              "active_jobs": 129
            },
            {
              "label": "US/Eastern",
              "percent": 1.0,
              "active_jobs": 117
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.0,
              "active_jobs": 822
            },
            {
              "label": "$75k-$99k",
              "percent": 10.0,
              "active_jobs": 589
            },
            {
              "label": "$100k-$149k",
              "percent": 21.7,
              "active_jobs": 1273
            },
            {
              "label": "$150k-$199k",
              "percent": 24.3,
              "active_jobs": 1426
            },
            {
              "label": "$200k+",
              "percent": 30.0,
              "active_jobs": 1758
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-08, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-10-08)."
}