{
  "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": "2026-09-10",
    "revision": 1,
    "period_start": "2026-08-11",
    "period_end": "2026-09-10",
    "published_at": "2026-09-10 12:45:45.813983+00:00",
    "source_updated_at": "2026-09-10 12:32:32.347244+00:00",
    "headline": "11,301 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +69.3% from the previous window; 50.7% of active listings include salary data.",
    "sample_size": 11301,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-10",
    "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"
            },
            {
              "value": 11307,
              "period": "2026-09-08"
            },
            {
              "value": 11720,
              "period": "2026-09-09"
            },
            {
              "value": 11301,
              "period": "2026-09-10"
            }
          ]
        },
        {
          "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"
            },
            {
              "value": 51.5,
              "period": "2026-09-08"
            },
            {
              "value": 50.0,
              "period": "2026-09-09"
            },
            {
              "value": 50.7,
              "period": "2026-09-10"
            }
          ]
        },
        {
          "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"
            },
            {
              "value": 158135,
              "period": "2026-09-08"
            },
            {
              "value": 158000,
              "period": "2026-09-09"
            },
            {
              "value": 157500,
              "period": "2026-09-10"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 11301,
          "change": -419,
          "previous_value": 11720
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 6657,
          "change": -396,
          "previous_value": 7053
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 50.7,
          "change": 0.7,
          "previous_value": 50.0
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 157500,
          "change": -500,
          "previous_value": 158000
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1496,
          "change": -1,
          "previous_value": 1497
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 5633,
              "active_jobs": 9510,
              "applications": 485,
              "candidate_demand": 1723,
              "jobs_per_100_candidates": 551.9
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 5235,
              "active_jobs": 9011,
              "applications": 466,
              "candidate_demand": 2603,
              "jobs_per_100_candidates": 346.2
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 5074,
              "active_jobs": 8690,
              "applications": 480,
              "candidate_demand": 4807,
              "jobs_per_100_candidates": 180.8
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4916,
              "active_jobs": 8345,
              "applications": 438,
              "candidate_demand": 490,
              "jobs_per_100_candidates": 1703.1
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4943,
              "active_jobs": 8280,
              "applications": 391,
              "candidate_demand": 2322,
              "jobs_per_100_candidates": 356.6
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 4477,
              "active_jobs": 7979,
              "applications": 390,
              "candidate_demand": 188,
              "jobs_per_100_candidates": 4244.1
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 4372,
              "active_jobs": 7595,
              "applications": 370,
              "candidate_demand": 3722,
              "jobs_per_100_candidates": 204.1
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 4325,
              "active_jobs": 7292,
              "applications": 354,
              "candidate_demand": 205,
              "jobs_per_100_candidates": 3557.1
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 4226,
              "active_jobs": 7126,
              "applications": 311,
              "candidate_demand": 231,
              "jobs_per_100_candidates": 3084.8
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 3247,
              "active_jobs": 6091,
              "applications": 308,
              "candidate_demand": 2128,
              "jobs_per_100_candidates": 286.2
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3610,
              "active_jobs": 6001,
              "applications": 273,
              "candidate_demand": 779,
              "jobs_per_100_candidates": 770.3
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 3024,
              "active_jobs": 5321,
              "applications": 248,
              "candidate_demand": 667,
              "jobs_per_100_candidates": 797.8
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2966,
              "active_jobs": 4942,
              "applications": 206,
              "candidate_demand": 1639,
              "jobs_per_100_candidates": 301.5
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2989,
              "active_jobs": 4896,
              "applications": 199,
              "candidate_demand": 689,
              "jobs_per_100_candidates": 710.6
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2721,
              "active_jobs": 4729,
              "applications": 235,
              "candidate_demand": 2615,
              "jobs_per_100_candidates": 180.8
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2363,
              "active_jobs": 3815,
              "applications": 170,
              "candidate_demand": 110,
              "jobs_per_100_candidates": 3468.2
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1988,
              "active_jobs": 3546,
              "applications": 153,
              "candidate_demand": 348,
              "jobs_per_100_candidates": 1019.0
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1593,
              "active_jobs": 2746,
              "applications": 131,
              "candidate_demand": 57,
              "jobs_per_100_candidates": 4817.5
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1417,
              "active_jobs": 2344,
              "applications": 120,
              "candidate_demand": 682,
              "jobs_per_100_candidates": 343.7
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1076,
              "active_jobs": 1752,
              "applications": 125,
              "candidate_demand": 2115,
              "jobs_per_100_candidates": 82.8
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 840,
              "active_jobs": 1657,
              "applications": 127,
              "candidate_demand": 57,
              "jobs_per_100_candidates": 2907.0
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 1052,
              "active_jobs": 1639,
              "applications": 65,
              "candidate_demand": 124,
              "jobs_per_100_candidates": 1321.8
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 609,
              "active_jobs": 1125,
              "applications": 89,
              "candidate_demand": 1663,
              "jobs_per_100_candidates": 67.6
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 633,
              "active_jobs": 1015,
              "applications": 60,
              "candidate_demand": 2702,
              "jobs_per_100_candidates": 37.6
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 524,
              "active_jobs": 908,
              "applications": 41,
              "candidate_demand": 318,
              "jobs_per_100_candidates": 285.5
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 291,
              "active_jobs": 589,
              "applications": 78,
              "candidate_demand": 30,
              "jobs_per_100_candidates": 1963.3
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 182,
              "active_jobs": 355,
              "applications": 25,
              "candidate_demand": 35,
              "jobs_per_100_candidates": 1014.3
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 7174
            },
            {
              "label": "Canada",
              "active_jobs": 993
            },
            {
              "label": "United Kingdom",
              "active_jobs": 541
            },
            {
              "label": "India",
              "active_jobs": 272
            },
            {
              "label": "Germany",
              "active_jobs": 240
            },
            {
              "label": "Spain",
              "active_jobs": 195
            },
            {
              "label": "Poland",
              "active_jobs": 175
            },
            {
              "label": "Mexico",
              "active_jobs": 167
            },
            {
              "label": "South Africa",
              "active_jobs": 147
            },
            {
              "label": "Ireland",
              "active_jobs": 146
            },
            {
              "label": "Philippines",
              "active_jobs": 145
            },
            {
              "label": "France",
              "active_jobs": 126
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 36.5,
              "active_jobs": 4123
            },
            {
              "label": "Not stated",
              "percent": 30.3,
              "active_jobs": 3429
            },
            {
              "label": "Mid level",
              "percent": 13.8,
              "active_jobs": 1558
            },
            {
              "label": "Lead / principal",
              "percent": 12.3,
              "active_jobs": 1390
            },
            {
              "label": "Executive",
              "percent": 4.2,
              "active_jobs": 474
            },
            {
              "label": "Entry level",
              "percent": 2.9,
              "active_jobs": 327
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 2.3,
              "active_jobs": 256
            },
            {
              "label": "Multiple countries",
              "percent": 6.9,
              "active_jobs": 778
            },
            {
              "label": "United States only",
              "percent": 59.4,
              "active_jobs": 6710
            },
            {
              "label": "Single-country restricted",
              "percent": 24.2,
              "active_jobs": 2740
            },
            {
              "label": "Location not structured",
              "percent": 7.2,
              "active_jobs": 817
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 5.6,
              "active_jobs": 634
            },
            {
              "label": "America/Chicago",
              "percent": 4.5,
              "active_jobs": 512
            },
            {
              "label": "America/Los_Angeles",
              "percent": 4.4,
              "active_jobs": 494
            },
            {
              "label": "America/Denver",
              "percent": 3.5,
              "active_jobs": 397
            },
            {
              "label": "Global",
              "percent": 2.9,
              "active_jobs": 324
            },
            {
              "label": "America/Toronto",
              "percent": 2.0,
              "active_jobs": 226
            },
            {
              "label": "US timezones",
              "percent": 2.0,
              "active_jobs": 225
            },
            {
              "label": "Europe/London",
              "percent": 1.8,
              "active_jobs": 201
            },
            {
              "label": "EST",
              "percent": 1.6,
              "active_jobs": 184
            },
            {
              "label": "America/Vancouver",
              "percent": 1.3,
              "active_jobs": 152
            },
            {
              "label": "PST",
              "percent": 1.3,
              "active_jobs": 145
            },
            {
              "label": "US/Eastern",
              "percent": 1.2,
              "active_jobs": 139
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 13.6,
              "active_jobs": 780
            },
            {
              "label": "$75k-$99k",
              "percent": 9.4,
              "active_jobs": 541
            },
            {
              "label": "$100k-$149k",
              "percent": 22.7,
              "active_jobs": 1303
            },
            {
              "label": "$150k-$199k",
              "percent": 24.8,
              "active_jobs": 1420
            },
            {
              "label": "$200k+",
              "percent": 29.5,
              "active_jobs": 1689
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-10, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-09-10)."
}