{
  "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": "2026-09-02",
    "revision": 1,
    "period_start": "2026-08-03",
    "period_end": "2026-09-02",
    "published_at": "2026-09-02 12:45:44.722431+00:00",
    "source_updated_at": "2026-09-02 12:32:09.765460+00:00",
    "headline": "8,098 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +236.7% from the previous window; 52.7% of active listings include salary data.",
    "sample_size": 8098,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-02",
    "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 8098,
          "change": 104,
          "previous_value": 7994
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 6196,
          "change": 104,
          "previous_value": 6092
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 52.7,
          "change": -0.1,
          "previous_value": 52.8
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 151375,
          "change": -1505,
          "previous_value": 152880
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1384,
          "change": 9,
          "previous_value": 1375
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 5004,
              "active_jobs": 6568,
              "applications": 389,
              "candidate_demand": 1709,
              "jobs_per_100_candidates": 384.3
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4706,
              "active_jobs": 6195,
              "applications": 413,
              "candidate_demand": 2572,
              "jobs_per_100_candidates": 240.9
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 4613,
              "active_jobs": 6116,
              "applications": 323,
              "candidate_demand": 168,
              "jobs_per_100_candidates": 3640.5
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4626,
              "active_jobs": 6066,
              "applications": 397,
              "candidate_demand": 4762,
              "jobs_per_100_candidates": 127.4
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4697,
              "active_jobs": 6062,
              "applications": 374,
              "candidate_demand": 456,
              "jobs_per_100_candidates": 1329.4
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4258,
              "active_jobs": 5617,
              "applications": 329,
              "candidate_demand": 2275,
              "jobs_per_100_candidates": 246.9
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 4033,
              "active_jobs": 5263,
              "applications": 291,
              "candidate_demand": 190,
              "jobs_per_100_candidates": 2770.0
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3857,
              "active_jobs": 5040,
              "applications": 281,
              "candidate_demand": 3701,
              "jobs_per_100_candidates": 136.2
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3808,
              "active_jobs": 5017,
              "applications": 262,
              "candidate_demand": 210,
              "jobs_per_100_candidates": 2389.0
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3207,
              "active_jobs": 4149,
              "applications": 233,
              "candidate_demand": 767,
              "jobs_per_100_candidates": 540.9
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2634,
              "active_jobs": 3433,
              "applications": 161,
              "candidate_demand": 1620,
              "jobs_per_100_candidates": 211.9
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2353,
              "active_jobs": 3382,
              "applications": 240,
              "candidate_demand": 2098,
              "jobs_per_100_candidates": 161.2
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2336,
              "active_jobs": 3292,
              "applications": 209,
              "candidate_demand": 657,
              "jobs_per_100_candidates": 501.1
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2438,
              "active_jobs": 3288,
              "applications": 221,
              "candidate_demand": 2598,
              "jobs_per_100_candidates": 126.6
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2449,
              "active_jobs": 3282,
              "applications": 168,
              "candidate_demand": 689,
              "jobs_per_100_candidates": 476.3
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2425,
              "active_jobs": 2841,
              "applications": 122,
              "candidate_demand": 103,
              "jobs_per_100_candidates": 2758.3
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1770,
              "active_jobs": 2489,
              "applications": 127,
              "candidate_demand": 345,
              "jobs_per_100_candidates": 721.4
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1740,
              "active_jobs": 2043,
              "applications": 108,
              "candidate_demand": 56,
              "jobs_per_100_candidates": 3648.2
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1253,
              "active_jobs": 1632,
              "applications": 116,
              "candidate_demand": 669,
              "jobs_per_100_candidates": 243.9
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 1024,
              "active_jobs": 1243,
              "applications": 117,
              "candidate_demand": 51,
              "jobs_per_100_candidates": 2437.3
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 881,
              "active_jobs": 1163,
              "applications": 102,
              "candidate_demand": 2100,
              "jobs_per_100_candidates": 55.4
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 878,
              "active_jobs": 1090,
              "applications": 61,
              "candidate_demand": 112,
              "jobs_per_100_candidates": 973.2
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 550,
              "active_jobs": 765,
              "applications": 81,
              "candidate_demand": 1649,
              "jobs_per_100_candidates": 46.4
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 603,
              "active_jobs": 718,
              "applications": 49,
              "candidate_demand": 2673,
              "jobs_per_100_candidates": 26.9
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 486,
              "active_jobs": 667,
              "applications": 31,
              "candidate_demand": 310,
              "jobs_per_100_candidates": 215.2
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 491,
              "active_jobs": 517,
              "applications": 61,
              "candidate_demand": 26,
              "jobs_per_100_candidates": 1988.5
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 283,
              "active_jobs": 330,
              "applications": 17,
              "candidate_demand": 31,
              "jobs_per_100_candidates": 1064.5
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 5719
            },
            {
              "label": "Canada",
              "active_jobs": 858
            },
            {
              "label": "United Kingdom",
              "active_jobs": 444
            },
            {
              "label": "Germany",
              "active_jobs": 211
            },
            {
              "label": "India",
              "active_jobs": 171
            },
            {
              "label": "Mexico",
              "active_jobs": 162
            },
            {
              "label": "Spain",
              "active_jobs": 150
            },
            {
              "label": "Ireland",
              "active_jobs": 139
            },
            {
              "label": "US",
              "active_jobs": 117
            },
            {
              "label": "France",
              "active_jobs": 111
            },
            {
              "label": "Poland",
              "active_jobs": 106
            },
            {
              "label": "Brazil",
              "active_jobs": 90
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 43.7,
              "active_jobs": 3540
            },
            {
              "label": "Mid level",
              "percent": 20.4,
              "active_jobs": 1652
            },
            {
              "label": "Not stated",
              "percent": 19.4,
              "active_jobs": 1569
            },
            {
              "label": "Lead / principal",
              "percent": 10.9,
              "active_jobs": 880
            },
            {
              "label": "Entry level",
              "percent": 3.7,
              "active_jobs": 298
            },
            {
              "label": "Executive",
              "percent": 2.0,
              "active_jobs": 159
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.2,
              "active_jobs": 257
            },
            {
              "label": "Multiple countries",
              "percent": 8.0,
              "active_jobs": 651
            },
            {
              "label": "United States only",
              "percent": 65.7,
              "active_jobs": 5317
            },
            {
              "label": "Single-country restricted",
              "percent": 19.9,
              "active_jobs": 1614
            },
            {
              "label": "Location not structured",
              "percent": 3.2,
              "active_jobs": 259
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 8.9,
              "active_jobs": 717
            },
            {
              "label": "America/Chicago",
              "percent": 6.7,
              "active_jobs": 543
            },
            {
              "label": "America/Los_Angeles",
              "percent": 6.7,
              "active_jobs": 543
            },
            {
              "label": "America/Denver",
              "percent": 5.3,
              "active_jobs": 430
            },
            {
              "label": "America/Toronto",
              "percent": 3.9,
              "active_jobs": 314
            },
            {
              "label": "US timezones",
              "percent": 3.1,
              "active_jobs": 251
            },
            {
              "label": "EST",
              "percent": 2.8,
              "active_jobs": 228
            },
            {
              "label": "America/Vancouver",
              "percent": 2.8,
              "active_jobs": 228
            },
            {
              "label": "Europe/London",
              "percent": 2.6,
              "active_jobs": 210
            },
            {
              "label": "America/Edmonton",
              "percent": 2.2,
              "active_jobs": 182
            },
            {
              "label": "PST",
              "percent": 2.2,
              "active_jobs": 178
            },
            {
              "label": "US Timezones",
              "percent": 2.0,
              "active_jobs": 161
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 15.2,
              "active_jobs": 648
            },
            {
              "label": "$75k-$99k",
              "percent": 10.2,
              "active_jobs": 434
            },
            {
              "label": "$100k-$149k",
              "percent": 23.7,
              "active_jobs": 1012
            },
            {
              "label": "$150k-$199k",
              "percent": 24.0,
              "active_jobs": 1023
            },
            {
              "label": "$200k+",
              "percent": 27.0,
              "active_jobs": 1153
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-02, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-09-02)."
}