{
  "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": "2026-09-03",
    "revision": 1,
    "period_start": "2026-08-04",
    "period_end": "2026-09-03",
    "published_at": "2026-09-03 12:45:37.444876+00:00",
    "source_updated_at": "2026-09-03 12:32:20.758886+00:00",
    "headline": "8,240 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +242.5% from the previous window; 52.6% of active listings include salary data.",
    "sample_size": 8240,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-03",
    "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 8240,
          "change": 142,
          "previous_value": 8098
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 6268,
          "change": 72,
          "previous_value": 6196
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 52.6,
          "change": -0.1,
          "previous_value": 52.7
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 152000,
          "change": 625,
          "previous_value": 151375
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1389,
          "change": 5,
          "previous_value": 1384
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 5079,
              "active_jobs": 6693,
              "applications": 414,
              "candidate_demand": 1712,
              "jobs_per_100_candidates": 390.9
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4750,
              "active_jobs": 6293,
              "applications": 419,
              "candidate_demand": 2574,
              "jobs_per_100_candidates": 244.5
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 4638,
              "active_jobs": 6194,
              "applications": 352,
              "candidate_demand": 173,
              "jobs_per_100_candidates": 3580.3
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4762,
              "active_jobs": 6175,
              "applications": 390,
              "candidate_demand": 461,
              "jobs_per_100_candidates": 1339.5
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4668,
              "active_jobs": 6156,
              "applications": 430,
              "candidate_demand": 4771,
              "jobs_per_100_candidates": 129.0
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4316,
              "active_jobs": 5733,
              "applications": 346,
              "candidate_demand": 2287,
              "jobs_per_100_candidates": 250.7
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 4085,
              "active_jobs": 5363,
              "applications": 320,
              "candidate_demand": 193,
              "jobs_per_100_candidates": 2778.8
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3896,
              "active_jobs": 5125,
              "applications": 312,
              "candidate_demand": 3703,
              "jobs_per_100_candidates": 138.4
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3868,
              "active_jobs": 5121,
              "applications": 282,
              "candidate_demand": 212,
              "jobs_per_100_candidates": 2415.6
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3232,
              "active_jobs": 4212,
              "applications": 249,
              "candidate_demand": 770,
              "jobs_per_100_candidates": 547.0
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2652,
              "active_jobs": 3484,
              "applications": 190,
              "candidate_demand": 1623,
              "jobs_per_100_candidates": 214.7
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2371,
              "active_jobs": 3446,
              "applications": 241,
              "candidate_demand": 2104,
              "jobs_per_100_candidates": 163.8
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2379,
              "active_jobs": 3372,
              "applications": 216,
              "candidate_demand": 658,
              "jobs_per_100_candidates": 512.5
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2484,
              "active_jobs": 3359,
              "applications": 224,
              "candidate_demand": 2600,
              "jobs_per_100_candidates": 129.2
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2486,
              "active_jobs": 3355,
              "applications": 179,
              "candidate_demand": 689,
              "jobs_per_100_candidates": 486.9
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2467,
              "active_jobs": 2904,
              "applications": 141,
              "candidate_demand": 103,
              "jobs_per_100_candidates": 2819.4
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1801,
              "active_jobs": 2547,
              "applications": 139,
              "candidate_demand": 345,
              "jobs_per_100_candidates": 738.3
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1770,
              "active_jobs": 2086,
              "applications": 121,
              "candidate_demand": 56,
              "jobs_per_100_candidates": 3725.0
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1288,
              "active_jobs": 1672,
              "applications": 119,
              "candidate_demand": 672,
              "jobs_per_100_candidates": 248.8
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 1014,
              "active_jobs": 1243,
              "applications": 123,
              "candidate_demand": 53,
              "jobs_per_100_candidates": 2345.3
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 922,
              "active_jobs": 1211,
              "applications": 110,
              "candidate_demand": 2102,
              "jobs_per_100_candidates": 57.6
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 892,
              "active_jobs": 1108,
              "applications": 57,
              "candidate_demand": 113,
              "jobs_per_100_candidates": 980.5
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 581,
              "active_jobs": 800,
              "applications": 82,
              "candidate_demand": 1650,
              "jobs_per_100_candidates": 48.5
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 607,
              "active_jobs": 728,
              "applications": 54,
              "candidate_demand": 2679,
              "jobs_per_100_candidates": 27.2
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 498,
              "active_jobs": 679,
              "applications": 38,
              "candidate_demand": 312,
              "jobs_per_100_candidates": 217.6
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 498,
              "active_jobs": 524,
              "applications": 62,
              "candidate_demand": 27,
              "jobs_per_100_candidates": 1940.7
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 284,
              "active_jobs": 333,
              "applications": 22,
              "candidate_demand": 32,
              "jobs_per_100_candidates": 1040.6
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 5802
            },
            {
              "label": "Canada",
              "active_jobs": 877
            },
            {
              "label": "United Kingdom",
              "active_jobs": 464
            },
            {
              "label": "Germany",
              "active_jobs": 224
            },
            {
              "label": "India",
              "active_jobs": 179
            },
            {
              "label": "Mexico",
              "active_jobs": 163
            },
            {
              "label": "Spain",
              "active_jobs": 147
            },
            {
              "label": "Ireland",
              "active_jobs": 141
            },
            {
              "label": "US",
              "active_jobs": 126
            },
            {
              "label": "France",
              "active_jobs": 118
            },
            {
              "label": "Poland",
              "active_jobs": 108
            },
            {
              "label": "Netherlands",
              "active_jobs": 88
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 43.7,
              "active_jobs": 3604
            },
            {
              "label": "Mid level",
              "percent": 20.6,
              "active_jobs": 1696
            },
            {
              "label": "Not stated",
              "percent": 19.1,
              "active_jobs": 1573
            },
            {
              "label": "Lead / principal",
              "percent": 10.9,
              "active_jobs": 901
            },
            {
              "label": "Entry level",
              "percent": 3.7,
              "active_jobs": 305
            },
            {
              "label": "Executive",
              "percent": 2.0,
              "active_jobs": 161
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.2,
              "active_jobs": 262
            },
            {
              "label": "Multiple countries",
              "percent": 8.2,
              "active_jobs": 678
            },
            {
              "label": "United States only",
              "percent": 65.5,
              "active_jobs": 5395
            },
            {
              "label": "Single-country restricted",
              "percent": 20.0,
              "active_jobs": 1650
            },
            {
              "label": "Location not structured",
              "percent": 3.1,
              "active_jobs": 255
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 9.0,
              "active_jobs": 738
            },
            {
              "label": "America/Chicago",
              "percent": 6.8,
              "active_jobs": 557
            },
            {
              "label": "America/Los_Angeles",
              "percent": 6.7,
              "active_jobs": 555
            },
            {
              "label": "America/Denver",
              "percent": 5.2,
              "active_jobs": 431
            },
            {
              "label": "America/Toronto",
              "percent": 3.9,
              "active_jobs": 319
            },
            {
              "label": "US timezones",
              "percent": 3.4,
              "active_jobs": 277
            },
            {
              "label": "EST",
              "percent": 2.8,
              "active_jobs": 231
            },
            {
              "label": "America/Vancouver",
              "percent": 2.8,
              "active_jobs": 231
            },
            {
              "label": "Europe/London",
              "percent": 2.7,
              "active_jobs": 219
            },
            {
              "label": "America/Edmonton",
              "percent": 2.3,
              "active_jobs": 189
            },
            {
              "label": "PST",
              "percent": 2.3,
              "active_jobs": 187
            },
            {
              "label": "US Eastern",
              "percent": 1.9,
              "active_jobs": 156
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 15.2,
              "active_jobs": 657
            },
            {
              "label": "$75k-$99k",
              "percent": 10.0,
              "active_jobs": 435
            },
            {
              "label": "$100k-$149k",
              "percent": 23.8,
              "active_jobs": 1032
            },
            {
              "label": "$150k-$199k",
              "percent": 24.2,
              "active_jobs": 1049
            },
            {
              "label": "$200k+",
              "percent": 26.8,
              "active_jobs": 1160
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-03, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-09-03)."
}