{
  "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": "2026-09-09",
    "revision": 1,
    "period_start": "2026-08-10",
    "period_end": "2026-09-09",
    "published_at": "2026-09-09 12:45:44.608631+00:00",
    "source_updated_at": "2026-09-09 12:32:36.380129+00:00",
    "headline": "11,720 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +75.8% from the previous window; 50.0% of active listings include salary data.",
    "sample_size": 11720,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-09",
    "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 11720,
          "change": 413,
          "previous_value": 11307
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 7053,
          "change": -69,
          "previous_value": 7122
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 50.0,
          "change": -1.5,
          "previous_value": 51.5
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 158000,
          "change": -135,
          "previous_value": 158135
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1497,
          "change": 13,
          "previous_value": 1484
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 5964,
              "active_jobs": 9850,
              "applications": 481,
              "candidate_demand": 1721,
              "jobs_per_100_candidates": 572.3
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 5569,
              "active_jobs": 9344,
              "applications": 458,
              "candidate_demand": 2599,
              "jobs_per_100_candidates": 359.5
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 5495,
              "active_jobs": 9131,
              "applications": 484,
              "candidate_demand": 4799,
              "jobs_per_100_candidates": 190.3
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 5303,
              "active_jobs": 8652,
              "applications": 395,
              "candidate_demand": 2316,
              "jobs_per_100_candidates": 373.6
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 5103,
              "active_jobs": 8539,
              "applications": 438,
              "candidate_demand": 487,
              "jobs_per_100_candidates": 1753.4
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 4700,
              "active_jobs": 8209,
              "applications": 385,
              "candidate_demand": 186,
              "jobs_per_100_candidates": 4413.4
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 4799,
              "active_jobs": 8026,
              "applications": 365,
              "candidate_demand": 3718,
              "jobs_per_100_candidates": 215.9
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 4461,
              "active_jobs": 7440,
              "applications": 348,
              "candidate_demand": 204,
              "jobs_per_100_candidates": 3647.1
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 4455,
              "active_jobs": 7359,
              "applications": 305,
              "candidate_demand": 228,
              "jobs_per_100_candidates": 3227.6
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 3812,
              "active_jobs": 6663,
              "applications": 305,
              "candidate_demand": 2124,
              "jobs_per_100_candidates": 313.7
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3713,
              "active_jobs": 6103,
              "applications": 271,
              "candidate_demand": 779,
              "jobs_per_100_candidates": 783.4
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 3320,
              "active_jobs": 5628,
              "applications": 242,
              "candidate_demand": 664,
              "jobs_per_100_candidates": 847.6
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 3226,
              "active_jobs": 5142,
              "applications": 192,
              "candidate_demand": 689,
              "jobs_per_100_candidates": 746.3
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 3105,
              "active_jobs": 5083,
              "applications": 203,
              "candidate_demand": 1638,
              "jobs_per_100_candidates": 310.3
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2794,
              "active_jobs": 4803,
              "applications": 228,
              "candidate_demand": 2613,
              "jobs_per_100_candidates": 183.8
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2423,
              "active_jobs": 3873,
              "applications": 163,
              "candidate_demand": 110,
              "jobs_per_100_candidates": 3520.9
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 2141,
              "active_jobs": 3702,
              "applications": 151,
              "candidate_demand": 348,
              "jobs_per_100_candidates": 1063.8
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1754,
              "active_jobs": 2908,
              "applications": 134,
              "candidate_demand": 57,
              "jobs_per_100_candidates": 5101.8
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1422,
              "active_jobs": 2352,
              "applications": 116,
              "candidate_demand": 680,
              "jobs_per_100_candidates": 345.9
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1093,
              "active_jobs": 1778,
              "applications": 119,
              "candidate_demand": 2113,
              "jobs_per_100_candidates": 84.1
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 954,
              "active_jobs": 1774,
              "applications": 127,
              "candidate_demand": 56,
              "jobs_per_100_candidates": 3167.9
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 1084,
              "active_jobs": 1679,
              "applications": 65,
              "candidate_demand": 122,
              "jobs_per_100_candidates": 1376.2
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 661,
              "active_jobs": 1180,
              "applications": 85,
              "candidate_demand": 1661,
              "jobs_per_100_candidates": 71.0
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 749,
              "active_jobs": 1142,
              "applications": 73,
              "candidate_demand": 2697,
              "jobs_per_100_candidates": 42.3
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 504,
              "active_jobs": 893,
              "applications": 40,
              "candidate_demand": 317,
              "jobs_per_100_candidates": 281.7
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 350,
              "active_jobs": 651,
              "applications": 79,
              "candidate_demand": 30,
              "jobs_per_100_candidates": 2170.0
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 193,
              "active_jobs": 367,
              "applications": 26,
              "candidate_demand": 35,
              "jobs_per_100_candidates": 1048.6
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 7370
            },
            {
              "label": "Canada",
              "active_jobs": 984
            },
            {
              "label": "United Kingdom",
              "active_jobs": 551
            },
            {
              "label": "India",
              "active_jobs": 272
            },
            {
              "label": "Germany",
              "active_jobs": 237
            },
            {
              "label": "Spain",
              "active_jobs": 184
            },
            {
              "label": "Poland",
              "active_jobs": 163
            },
            {
              "label": "Mexico",
              "active_jobs": 161
            },
            {
              "label": "Philippines",
              "active_jobs": 146
            },
            {
              "label": "South Africa",
              "active_jobs": 139
            },
            {
              "label": "Ireland",
              "active_jobs": 137
            },
            {
              "label": "France",
              "active_jobs": 126
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Not stated",
              "percent": 34.8,
              "active_jobs": 4075
            },
            {
              "label": "Senior",
              "percent": 33.0,
              "active_jobs": 3868
            },
            {
              "label": "Lead / principal",
              "percent": 12.6,
              "active_jobs": 1480
            },
            {
              "label": "Mid level",
              "percent": 11.8,
              "active_jobs": 1388
            },
            {
              "label": "Executive",
              "percent": 4.8,
              "active_jobs": 557
            },
            {
              "label": "Entry level",
              "percent": 3.0,
              "active_jobs": 352
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 1.6,
              "active_jobs": 187
            },
            {
              "label": "Multiple countries",
              "percent": 6.7,
              "active_jobs": 782
            },
            {
              "label": "United States only",
              "percent": 59.2,
              "active_jobs": 6934
            },
            {
              "label": "Single-country restricted",
              "percent": 24.1,
              "active_jobs": 2825
            },
            {
              "label": "Location not structured",
              "percent": 8.5,
              "active_jobs": 992
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 4.5,
              "active_jobs": 523
            },
            {
              "label": "America/Chicago",
              "percent": 3.6,
              "active_jobs": 418
            },
            {
              "label": "America/Los_Angeles",
              "percent": 3.4,
              "active_jobs": 403
            },
            {
              "label": "Global",
              "percent": 3.1,
              "active_jobs": 366
            },
            {
              "label": "America/Denver",
              "percent": 2.7,
              "active_jobs": 322
            },
            {
              "label": "Europe/London",
              "percent": 1.4,
              "active_jobs": 167
            },
            {
              "label": "US timezones",
              "percent": 1.4,
              "active_jobs": 161
            },
            {
              "label": "EST",
              "percent": 1.4,
              "active_jobs": 160
            },
            {
              "label": "America/Toronto",
              "percent": 1.3,
              "active_jobs": 158
            },
            {
              "label": "US/Eastern",
              "percent": 1.0,
              "active_jobs": 121
            },
            {
              "label": "Eastern Time",
              "percent": 1.0,
              "active_jobs": 118
            },
            {
              "label": "Pacific Time",
              "percent": 1.0,
              "active_jobs": 114
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 13.7,
              "active_jobs": 802
            },
            {
              "label": "$75k-$99k",
              "percent": 9.3,
              "active_jobs": 546
            },
            {
              "label": "$100k-$149k",
              "percent": 22.5,
              "active_jobs": 1319
            },
            {
              "label": "$150k-$199k",
              "percent": 24.4,
              "active_jobs": 1427
            },
            {
              "label": "$200k+",
              "percent": 30.1,
              "active_jobs": 1765
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-09, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-09-09)."
}