{
  "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": "2026-09-07",
    "revision": 2,
    "period_start": "2026-08-08",
    "period_end": "2026-09-07",
    "published_at": "2026-09-08 12:45:49.981468+00:00",
    "source_updated_at": "2026-09-07 17:02:29.456710+00:00",
    "headline": "8,446 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +31.1% from the previous window; 52.6% of active listings include salary data.",
    "sample_size": 8446,
    "revision_note": "Source data changed after initial publication.",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-07",
    "data": {
      "series": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "points": [
            {
              "value": 6005,
              "period": "2026-08-10"
            },
            {
              "value": 5990,
              "period": "2026-08-11"
            },
            {
              "value": 6713,
              "period": "2026-08-12"
            },
            {
              "value": 6881,
              "period": "2026-08-13"
            },
            {
              "value": 6968,
              "period": "2026-08-14"
            },
            {
              "value": 7129,
              "period": "2026-08-15"
            },
            {
              "value": 7093,
              "period": "2026-08-16"
            },
            {
              "value": 7048,
              "period": "2026-08-17"
            },
            {
              "value": 7222,
              "period": "2026-08-18"
            },
            {
              "value": 7384,
              "period": "2026-08-19"
            },
            {
              "value": 7587,
              "period": "2026-08-20"
            },
            {
              "value": 7695,
              "period": "2026-08-21"
            },
            {
              "value": 6676,
              "period": "2026-08-22"
            },
            {
              "value": 6696,
              "period": "2026-08-23"
            },
            {
              "value": 6668,
              "period": "2026-08-24"
            },
            {
              "value": 7257,
              "period": "2026-08-25"
            },
            {
              "value": 7243,
              "period": "2026-08-26"
            },
            {
              "value": 7475,
              "period": "2026-08-27"
            },
            {
              "value": 7808,
              "period": "2026-08-28"
            },
            {
              "value": 7986,
              "period": "2026-08-29"
            },
            {
              "value": 7844,
              "period": "2026-08-30"
            },
            {
              "value": 8102,
              "period": "2026-08-31"
            },
            {
              "value": 7994,
              "period": "2026-09-01"
            },
            {
              "value": 8098,
              "period": "2026-09-02"
            },
            {
              "value": 8240,
              "period": "2026-09-03"
            },
            {
              "value": 8349,
              "period": "2026-09-04"
            },
            {
              "value": 8424,
              "period": "2026-09-05"
            },
            {
              "value": 8433,
              "period": "2026-09-06"
            },
            {
              "value": 8446,
              "period": "2026-09-07"
            }
          ]
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "points": [
            {
              "value": 48.5,
              "period": "2026-08-10"
            },
            {
              "value": 45.9,
              "period": "2026-08-11"
            },
            {
              "value": 50.9,
              "period": "2026-08-12"
            },
            {
              "value": 50.5,
              "period": "2026-08-13"
            },
            {
              "value": 50.0,
              "period": "2026-08-14"
            },
            {
              "value": 50.2,
              "period": "2026-08-15"
            },
            {
              "value": 50.4,
              "period": "2026-08-16"
            },
            {
              "value": 50.2,
              "period": "2026-08-17"
            },
            {
              "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,
              "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,
              "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"
            }
          ]
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "points": [
            {
              "value": 145500,
              "period": "2026-08-11"
            },
            {
              "value": 145000,
              "period": "2026-08-12"
            },
            {
              "value": 145100,
              "period": "2026-08-13"
            },
            {
              "value": 145705,
              "period": "2026-08-14"
            },
            {
              "value": 146562,
              "period": "2026-08-15"
            },
            {
              "value": 147000,
              "period": "2026-08-16"
            },
            {
              "value": 147500,
              "period": "2026-08-17"
            },
            {
              "value": 147250,
              "period": "2026-08-18"
            },
            {
              "value": 148000,
              "period": "2026-08-19"
            },
            {
              "value": 147812,
              "period": "2026-08-20"
            },
            {
              "value": 148000,
              "period": "2026-08-21"
            },
            {
              "value": 153000,
              "period": "2026-08-22"
            },
            {
              "value": 153000,
              "period": "2026-08-23"
            },
            {
              "value": 153000,
              "period": "2026-08-24"
            },
            {
              "value": 155100,
              "period": "2026-08-25"
            },
            {
              "value": 153500,
              "period": "2026-08-26"
            },
            {
              "value": 153500,
              "period": "2026-08-27"
            },
            {
              "value": 155500,
              "period": "2026-08-28"
            },
            {
              "value": 155000,
              "period": "2026-08-29"
            },
            {
              "value": 153350,
              "period": "2026-08-30"
            },
            {
              "value": 154800,
              "period": "2026-08-31"
            },
            {
              "value": 152880,
              "period": "2026-09-01"
            },
            {
              "value": 151375,
              "period": "2026-09-02"
            },
            {
              "value": 152000,
              "period": "2026-09-03"
            },
            {
              "value": 151750,
              "period": "2026-09-04"
            },
            {
              "value": 152000,
              "period": "2026-09-05"
            },
            {
              "value": 152185,
              "period": "2026-09-06"
            },
            {
              "value": 152000,
              "period": "2026-09-07"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 8446,
          "change": 13,
          "previous_value": 8433
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 4562,
          "change": -18,
          "previous_value": 4580
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 52.6,
          "change": 0.0,
          "previous_value": 52.6
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 152000,
          "change": -185,
          "previous_value": 152185
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1396,
          "change": 0,
          "previous_value": 1396
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 3752,
              "active_jobs": 6854,
              "applications": 416,
              "candidate_demand": 1717,
              "jobs_per_100_candidates": 399.2
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 3478,
              "active_jobs": 6448,
              "applications": 413,
              "candidate_demand": 2589,
              "jobs_per_100_candidates": 249.1
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3371,
              "active_jobs": 6339,
              "applications": 350,
              "candidate_demand": 181,
              "jobs_per_100_candidates": 3502.2
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 3503,
              "active_jobs": 6335,
              "applications": 405,
              "candidate_demand": 479,
              "jobs_per_100_candidates": 1322.5
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 3450,
              "active_jobs": 6316,
              "applications": 426,
              "candidate_demand": 4786,
              "jobs_per_100_candidates": 132.0
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 3263,
              "active_jobs": 5877,
              "applications": 343,
              "candidate_demand": 2300,
              "jobs_per_100_candidates": 255.5
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 2979,
              "active_jobs": 5478,
              "applications": 320,
              "candidate_demand": 199,
              "jobs_per_100_candidates": 2752.8
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 2867,
              "active_jobs": 5246,
              "applications": 282,
              "candidate_demand": 220,
              "jobs_per_100_candidates": 2384.5
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 2788,
              "active_jobs": 5245,
              "applications": 318,
              "candidate_demand": 3714,
              "jobs_per_100_candidates": 141.2
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 2401,
              "active_jobs": 4336,
              "applications": 244,
              "candidate_demand": 774,
              "jobs_per_100_candidates": 560.2
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 1944,
              "active_jobs": 3568,
              "applications": 187,
              "candidate_demand": 1631,
              "jobs_per_100_candidates": 218.8
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1733,
              "active_jobs": 3520,
              "applications": 216,
              "candidate_demand": 2113,
              "jobs_per_100_candidates": 166.6
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 1952,
              "active_jobs": 3438,
              "applications": 177,
              "candidate_demand": 689,
              "jobs_per_100_candidates": 499.0
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 1736,
              "active_jobs": 3432,
              "applications": 203,
              "candidate_demand": 660,
              "jobs_per_100_candidates": 520.0
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 1721,
              "active_jobs": 3414,
              "applications": 218,
              "candidate_demand": 2608,
              "jobs_per_100_candidates": 130.9
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1830,
              "active_jobs": 2984,
              "applications": 145,
              "candidate_demand": 107,
              "jobs_per_100_candidates": 2788.8
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1348,
              "active_jobs": 2627,
              "applications": 140,
              "candidate_demand": 347,
              "jobs_per_100_candidates": 757.1
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1187,
              "active_jobs": 2152,
              "applications": 122,
              "candidate_demand": 57,
              "jobs_per_100_candidates": 3775.4
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 899,
              "active_jobs": 1713,
              "applications": 105,
              "candidate_demand": 678,
              "jobs_per_100_candidates": 252.7
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 549,
              "active_jobs": 1264,
              "applications": 116,
              "candidate_demand": 56,
              "jobs_per_100_candidates": 2257.1
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 673,
              "active_jobs": 1239,
              "applications": 112,
              "candidate_demand": 2109,
              "jobs_per_100_candidates": 58.7
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 671,
              "active_jobs": 1147,
              "applications": 56,
              "candidate_demand": 120,
              "jobs_per_100_candidates": 955.8
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 399,
              "active_jobs": 809,
              "applications": 79,
              "candidate_demand": 1657,
              "jobs_per_100_candidates": 48.8
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 427,
              "active_jobs": 752,
              "applications": 62,
              "candidate_demand": 2689,
              "jobs_per_100_candidates": 28.0
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 336,
              "active_jobs": 695,
              "applications": 36,
              "candidate_demand": 315,
              "jobs_per_100_candidates": 220.6
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 267,
              "active_jobs": 536,
              "applications": 68,
              "candidate_demand": 29,
              "jobs_per_100_candidates": 1848.3
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 169,
              "active_jobs": 349,
              "applications": 23,
              "candidate_demand": 33,
              "jobs_per_100_candidates": 1057.6
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 5945
            },
            {
              "label": "Canada",
              "active_jobs": 911
            },
            {
              "label": "United Kingdom",
              "active_jobs": 487
            },
            {
              "label": "Germany",
              "active_jobs": 220
            },
            {
              "label": "India",
              "active_jobs": 184
            },
            {
              "label": "Mexico",
              "active_jobs": 166
            },
            {
              "label": "Spain",
              "active_jobs": 148
            },
            {
              "label": "Ireland",
              "active_jobs": 142
            },
            {
              "label": "US",
              "active_jobs": 137
            },
            {
              "label": "France",
              "active_jobs": 117
            },
            {
              "label": "Poland",
              "active_jobs": 113
            },
            {
              "label": "Brazil",
              "active_jobs": 96
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 44.2,
              "active_jobs": 3737
            },
            {
              "label": "Mid level",
              "percent": 20.7,
              "active_jobs": 1746
            },
            {
              "label": "Not stated",
              "percent": 18.7,
              "active_jobs": 1576
            },
            {
              "label": "Lead / principal",
              "percent": 10.7,
              "active_jobs": 904
            },
            {
              "label": "Entry level",
              "percent": 3.8,
              "active_jobs": 318
            },
            {
              "label": "Executive",
              "percent": 2.0,
              "active_jobs": 165
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.3,
              "active_jobs": 277
            },
            {
              "label": "Multiple countries",
              "percent": 8.3,
              "active_jobs": 700
            },
            {
              "label": "United States only",
              "percent": 65.2,
              "active_jobs": 5510
            },
            {
              "label": "Single-country restricted",
              "percent": 20.0,
              "active_jobs": 1689
            },
            {
              "label": "Location not structured",
              "percent": 3.2,
              "active_jobs": 270
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 9.1,
              "active_jobs": 772
            },
            {
              "label": "America/Chicago",
              "percent": 6.9,
              "active_jobs": 586
            },
            {
              "label": "America/Los_Angeles",
              "percent": 6.9,
              "active_jobs": 582
            },
            {
              "label": "America/Denver",
              "percent": 5.4,
              "active_jobs": 458
            },
            {
              "label": "America/Toronto",
              "percent": 3.7,
              "active_jobs": 312
            },
            {
              "label": "US timezones",
              "percent": 3.3,
              "active_jobs": 275
            },
            {
              "label": "Europe/London",
              "percent": 2.8,
              "active_jobs": 234
            },
            {
              "label": "America/Vancouver",
              "percent": 2.7,
              "active_jobs": 232
            },
            {
              "label": "EST",
              "percent": 2.7,
              "active_jobs": 228
            },
            {
              "label": "America/Edmonton",
              "percent": 2.2,
              "active_jobs": 186
            },
            {
              "label": "US Timezones",
              "percent": 2.0,
              "active_jobs": 172
            },
            {
              "label": "PST",
              "percent": 2.0,
              "active_jobs": 169
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 15.2,
              "active_jobs": 674
            },
            {
              "label": "$75k-$99k",
              "percent": 10.1,
              "active_jobs": 448
            },
            {
              "label": "$100k-$149k",
              "percent": 23.7,
              "active_jobs": 1054
            },
            {
              "label": "$150k-$199k",
              "percent": 24.0,
              "active_jobs": 1069
            },
            {
              "label": "$200k+",
              "percent": 27.0,
              "active_jobs": 1201
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-07, revision 2 (https://wfh.team/research/datasets/remote-job-market/2026-09-07)."
}