{
  "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": "2026-10-30",
    "revision": 1,
    "period_start": "2026-09-30",
    "period_end": "2026-10-30",
    "published_at": "2026-10-30 12:45:47.489876+00:00",
    "source_updated_at": "2026-10-30 12:32:50.272578+00:00",
    "headline": "14,833 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed -3.0% from the previous window; 50.4% of active listings include salary data.",
    "sample_size": 14833,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-30",
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            {
              "value": 158000,
              "period": "2026-10-22"
            },
            {
              "value": 157500,
              "period": "2026-10-23"
            },
            {
              "value": 157500,
              "period": "2026-10-24"
            },
            {
              "value": 157500,
              "period": "2026-10-25"
            },
            {
              "value": 157500,
              "period": "2026-10-26"
            },
            {
              "value": 157500,
              "period": "2026-10-27"
            },
            {
              "value": 157500,
              "period": "2026-10-28"
            },
            {
              "value": 157560,
              "period": "2026-10-29"
            },
            {
              "value": 157500,
              "period": "2026-10-30"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 14833,
          "change": 165,
          "previous_value": 14668
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 5447,
          "change": -45,
          "previous_value": 5492
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 50.4,
          "change": 0.0,
          "previous_value": 50.4
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 157500,
          "change": -60,
          "previous_value": 157560
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1125,
          "change": 6,
          "previous_value": 1119
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4485,
              "active_jobs": 12296,
              "applications": 747,
              "candidate_demand": 1905,
              "jobs_per_100_candidates": 645.5
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4526,
              "active_jobs": 11898,
              "applications": 704,
              "candidate_demand": 2851,
              "jobs_per_100_candidates": 417.3
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4140,
              "active_jobs": 11112,
              "applications": 717,
              "candidate_demand": 771,
              "jobs_per_100_candidates": 1441.2
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4094,
              "active_jobs": 10838,
              "applications": 601,
              "candidate_demand": 2745,
              "jobs_per_100_candidates": 394.8
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 3874,
              "active_jobs": 10519,
              "applications": 717,
              "candidate_demand": 5295,
              "jobs_per_100_candidates": 198.7
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3795,
              "active_jobs": 9862,
              "applications": 557,
              "candidate_demand": 345,
              "jobs_per_100_candidates": 2858.6
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3498,
              "active_jobs": 9243,
              "applications": 520,
              "candidate_demand": 3873,
              "jobs_per_100_candidates": 238.7
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3386,
              "active_jobs": 9213,
              "applications": 456,
              "candidate_demand": 390,
              "jobs_per_100_candidates": 2362.3
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 2844,
              "active_jobs": 8981,
              "applications": 518,
              "candidate_demand": 361,
              "jobs_per_100_candidates": 2487.8
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 2842,
              "active_jobs": 7673,
              "applications": 390,
              "candidate_demand": 862,
              "jobs_per_100_candidates": 890.1
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2531,
              "active_jobs": 6746,
              "applications": 346,
              "candidate_demand": 713,
              "jobs_per_100_candidates": 946.1
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2457,
              "active_jobs": 6597,
              "applications": 230,
              "candidate_demand": 1796,
              "jobs_per_100_candidates": 367.3
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2348,
              "active_jobs": 6281,
              "applications": 311,
              "candidate_demand": 808,
              "jobs_per_100_candidates": 777.4
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2364,
              "active_jobs": 6258,
              "applications": 305,
              "candidate_demand": 2697,
              "jobs_per_100_candidates": 232.0
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1799,
              "active_jobs": 4985,
              "applications": 322,
              "candidate_demand": 184,
              "jobs_per_100_candidates": 2709.2
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1894,
              "active_jobs": 4797,
              "applications": 215,
              "candidate_demand": 389,
              "jobs_per_100_candidates": 1233.2
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1392,
              "active_jobs": 4586,
              "applications": 287,
              "candidate_demand": 2384,
              "jobs_per_100_candidates": 192.4
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1117,
              "active_jobs": 3315,
              "applications": 202,
              "candidate_demand": 175,
              "jobs_per_100_candidates": 1894.3
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1265,
              "active_jobs": 3168,
              "applications": 244,
              "candidate_demand": 826,
              "jobs_per_100_candidates": 383.5
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1025,
              "active_jobs": 2573,
              "applications": 162,
              "candidate_demand": 2217,
              "jobs_per_100_candidates": 116.1
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 1062,
              "active_jobs": 2453,
              "applications": 121,
              "candidate_demand": 204,
              "jobs_per_100_candidates": 1202.5
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 852,
              "active_jobs": 2117,
              "applications": 203,
              "candidate_demand": 135,
              "jobs_per_100_candidates": 1568.1
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 553,
              "active_jobs": 1464,
              "applications": 143,
              "candidate_demand": 1820,
              "jobs_per_100_candidates": 80.4
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 387,
              "active_jobs": 1110,
              "applications": 83,
              "candidate_demand": 361,
              "jobs_per_100_candidates": 307.5
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 351,
              "active_jobs": 1020,
              "applications": 190,
              "candidate_demand": 2985,
              "jobs_per_100_candidates": 34.2
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 294,
              "active_jobs": 762,
              "applications": 112,
              "candidate_demand": 72,
              "jobs_per_100_candidates": 1058.3
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 151,
              "active_jobs": 426,
              "applications": 30,
              "candidate_demand": 109,
              "jobs_per_100_candidates": 390.8
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 9139
            },
            {
              "label": "Canada",
              "active_jobs": 1394
            },
            {
              "label": "United Kingdom",
              "active_jobs": 992
            },
            {
              "label": "India",
              "active_jobs": 553
            },
            {
              "label": "Germany",
              "active_jobs": 504
            },
            {
              "label": "Spain",
              "active_jobs": 416
            },
            {
              "label": "Poland",
              "active_jobs": 347
            },
            {
              "label": "Ireland",
              "active_jobs": 337
            },
            {
              "label": "South Africa",
              "active_jobs": 309
            },
            {
              "label": "Netherlands",
              "active_jobs": 295
            },
            {
              "label": "France",
              "active_jobs": 290
            },
            {
              "label": "Philippines",
              "active_jobs": 243
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 37.2,
              "active_jobs": 5519
            },
            {
              "label": "Mid level",
              "percent": 33.6,
              "active_jobs": 4986
            },
            {
              "label": "Lead / principal",
              "percent": 16.6,
              "active_jobs": 2456
            },
            {
              "label": "Entry level",
              "percent": 5.5,
              "active_jobs": 814
            },
            {
              "label": "Not stated",
              "percent": 5.0,
              "active_jobs": 744
            },
            {
              "label": "Executive",
              "percent": 2.1,
              "active_jobs": 314
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 4.2,
              "active_jobs": 627
            },
            {
              "label": "Multiple countries",
              "percent": 9.9,
              "active_jobs": 1462
            },
            {
              "label": "United States only",
              "percent": 54.9,
              "active_jobs": 8146
            },
            {
              "label": "Single-country restricted",
              "percent": 26.1,
              "active_jobs": 3878
            },
            {
              "label": "Location not structured",
              "percent": 4.9,
              "active_jobs": 720
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 3.0,
              "active_jobs": 450
            },
            {
              "label": "Global",
              "percent": 3.0,
              "active_jobs": 446
            },
            {
              "label": "America/Chicago",
              "percent": 2.2,
              "active_jobs": 332
            },
            {
              "label": "America/Los_Angeles",
              "percent": 2.0,
              "active_jobs": 301
            },
            {
              "label": "Eastern Time",
              "percent": 1.8,
              "active_jobs": 269
            },
            {
              "label": "America/Denver",
              "percent": 1.6,
              "active_jobs": 238
            },
            {
              "label": "US timezones",
              "percent": 1.2,
              "active_jobs": 180
            },
            {
              "label": "EST",
              "percent": 1.2,
              "active_jobs": 177
            },
            {
              "label": "Europe/London",
              "percent": 1.1,
              "active_jobs": 163
            },
            {
              "label": "Pacific Time",
              "percent": 1.1,
              "active_jobs": 158
            },
            {
              "label": "Europe",
              "percent": 1.1,
              "active_jobs": 157
            },
            {
              "label": "PST",
              "percent": 0.9,
              "active_jobs": 133
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.3,
              "active_jobs": 1067
            },
            {
              "label": "$75k-$99k",
              "percent": 10.1,
              "active_jobs": 758
            },
            {
              "label": "$100k-$149k",
              "percent": 21.3,
              "active_jobs": 1590
            },
            {
              "label": "$150k-$199k",
              "percent": 24.6,
              "active_jobs": 1837
            },
            {
              "label": "$200k+",
              "percent": 29.8,
              "active_jobs": 2227
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-30, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-10-30)."
}