{
  "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": "2026-09-04",
    "revision": 1,
    "period_start": "2026-08-05",
    "period_end": "2026-09-04",
    "published_at": "2026-09-04 12:45:44.253344+00:00",
    "source_updated_at": "2026-09-04 12:32:09.379292+00:00",
    "headline": "8,349 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +237.5% from the previous window; 52.6% of active listings include salary data.",
    "sample_size": 8349,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-04",
    "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 8349,
          "change": 109,
          "previous_value": 8240
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 6312,
          "change": 44,
          "previous_value": 6268
        },
        {
          "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": 151750,
          "change": -250,
          "previous_value": 152000
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1394,
          "change": 5,
          "previous_value": 1389
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 5102,
              "active_jobs": 6765,
              "applications": 421,
              "candidate_demand": 1713,
              "jobs_per_100_candidates": 394.9
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4792,
              "active_jobs": 6381,
              "applications": 412,
              "candidate_demand": 2578,
              "jobs_per_100_candidates": 247.5
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 4665,
              "active_jobs": 6279,
              "applications": 367,
              "candidate_demand": 175,
              "jobs_per_100_candidates": 3588.0
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4819,
              "active_jobs": 6277,
              "applications": 413,
              "candidate_demand": 467,
              "jobs_per_100_candidates": 1344.1
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4691,
              "active_jobs": 6226,
              "applications": 432,
              "candidate_demand": 4772,
              "jobs_per_100_candidates": 130.5
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4355,
              "active_jobs": 5815,
              "applications": 350,
              "candidate_demand": 2291,
              "jobs_per_100_candidates": 253.8
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 4114,
              "active_jobs": 5427,
              "applications": 324,
              "candidate_demand": 197,
              "jobs_per_100_candidates": 2754.8
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3937,
              "active_jobs": 5203,
              "applications": 315,
              "candidate_demand": 3704,
              "jobs_per_100_candidates": 140.5
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3899,
              "active_jobs": 5187,
              "applications": 287,
              "candidate_demand": 213,
              "jobs_per_100_candidates": 2435.2
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3260,
              "active_jobs": 4278,
              "applications": 252,
              "candidate_demand": 772,
              "jobs_per_100_candidates": 554.1
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2681,
              "active_jobs": 3538,
              "applications": 193,
              "candidate_demand": 1625,
              "jobs_per_100_candidates": 217.7
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2371,
              "active_jobs": 3476,
              "applications": 229,
              "candidate_demand": 2105,
              "jobs_per_100_candidates": 165.1
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2390,
              "active_jobs": 3408,
              "applications": 206,
              "candidate_demand": 659,
              "jobs_per_100_candidates": 517.1
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2501,
              "active_jobs": 3397,
              "applications": 177,
              "candidate_demand": 689,
              "jobs_per_100_candidates": 493.0
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2486,
              "active_jobs": 3386,
              "applications": 222,
              "candidate_demand": 2600,
              "jobs_per_100_candidates": 130.2
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2492,
              "active_jobs": 2941,
              "applications": 149,
              "candidate_demand": 103,
              "jobs_per_100_candidates": 2855.3
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1817,
              "active_jobs": 2585,
              "applications": 140,
              "candidate_demand": 346,
              "jobs_per_100_candidates": 747.1
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1790,
              "active_jobs": 2121,
              "applications": 127,
              "candidate_demand": 56,
              "jobs_per_100_candidates": 3787.5
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1306,
              "active_jobs": 1704,
              "applications": 120,
              "candidate_demand": 674,
              "jobs_per_100_candidates": 252.8
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 1013,
              "active_jobs": 1251,
              "applications": 123,
              "candidate_demand": 54,
              "jobs_per_100_candidates": 2316.7
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 925,
              "active_jobs": 1221,
              "applications": 111,
              "candidate_demand": 2103,
              "jobs_per_100_candidates": 58.1
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 902,
              "active_jobs": 1127,
              "applications": 59,
              "candidate_demand": 116,
              "jobs_per_100_candidates": 971.6
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 575,
              "active_jobs": 797,
              "applications": 83,
              "candidate_demand": 1652,
              "jobs_per_100_candidates": 48.2
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 613,
              "active_jobs": 739,
              "applications": 61,
              "candidate_demand": 2680,
              "jobs_per_100_candidates": 27.6
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 503,
              "active_jobs": 691,
              "applications": 39,
              "candidate_demand": 313,
              "jobs_per_100_candidates": 220.8
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 501,
              "active_jobs": 531,
              "applications": 70,
              "candidate_demand": 28,
              "jobs_per_100_candidates": 1896.4
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 292,
              "active_jobs": 342,
              "applications": 23,
              "candidate_demand": 32,
              "jobs_per_100_candidates": 1068.8
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 5867
            },
            {
              "label": "Canada",
              "active_jobs": 888
            },
            {
              "label": "United Kingdom",
              "active_jobs": 463
            },
            {
              "label": "Germany",
              "active_jobs": 214
            },
            {
              "label": "India",
              "active_jobs": 180
            },
            {
              "label": "Mexico",
              "active_jobs": 159
            },
            {
              "label": "Spain",
              "active_jobs": 146
            },
            {
              "label": "Ireland",
              "active_jobs": 139
            },
            {
              "label": "US",
              "active_jobs": 124
            },
            {
              "label": "France",
              "active_jobs": 111
            },
            {
              "label": "Poland",
              "active_jobs": 108
            },
            {
              "label": "Brazil",
              "active_jobs": 90
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 43.7,
              "active_jobs": 3652
            },
            {
              "label": "Mid level",
              "percent": 20.6,
              "active_jobs": 1721
            },
            {
              "label": "Not stated",
              "percent": 18.8,
              "active_jobs": 1567
            },
            {
              "label": "Lead / principal",
              "percent": 11.0,
              "active_jobs": 916
            },
            {
              "label": "Entry level",
              "percent": 3.9,
              "active_jobs": 329
            },
            {
              "label": "Executive",
              "percent": 2.0,
              "active_jobs": 164
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.4,
              "active_jobs": 287
            },
            {
              "label": "Multiple countries",
              "percent": 8.0,
              "active_jobs": 670
            },
            {
              "label": "United States only",
              "percent": 65.3,
              "active_jobs": 5454
            },
            {
              "label": "Single-country restricted",
              "percent": 20.1,
              "active_jobs": 1677
            },
            {
              "label": "Location not structured",
              "percent": 3.1,
              "active_jobs": 261
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 9.1,
              "active_jobs": 756
            },
            {
              "label": "America/Los_Angeles",
              "percent": 6.9,
              "active_jobs": 576
            },
            {
              "label": "America/Chicago",
              "percent": 6.9,
              "active_jobs": 575
            },
            {
              "label": "America/Denver",
              "percent": 5.5,
              "active_jobs": 459
            },
            {
              "label": "America/Toronto",
              "percent": 3.8,
              "active_jobs": 320
            },
            {
              "label": "US timezones",
              "percent": 3.3,
              "active_jobs": 273
            },
            {
              "label": "America/Vancouver",
              "percent": 2.8,
              "active_jobs": 237
            },
            {
              "label": "EST",
              "percent": 2.7,
              "active_jobs": 227
            },
            {
              "label": "Europe/London",
              "percent": 2.7,
              "active_jobs": 222
            },
            {
              "label": "America/Edmonton",
              "percent": 2.3,
              "active_jobs": 188
            },
            {
              "label": "PST",
              "percent": 2.1,
              "active_jobs": 176
            },
            {
              "label": "America/Halifax",
              "percent": 1.9,
              "active_jobs": 157
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 15.1,
              "active_jobs": 662
            },
            {
              "label": "$75k-$99k",
              "percent": 10.0,
              "active_jobs": 438
            },
            {
              "label": "$100k-$149k",
              "percent": 24.0,
              "active_jobs": 1053
            },
            {
              "label": "$150k-$199k",
              "percent": 24.0,
              "active_jobs": 1054
            },
            {
              "label": "$200k+",
              "percent": 26.9,
              "active_jobs": 1183
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-04, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-09-04)."
}