{
  "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": "2026-09-01",
    "revision": 2,
    "period_start": "2026-08-02",
    "period_end": "2026-09-01",
    "published_at": "2026-09-02 12:45:44.711552+00:00",
    "source_updated_at": "2026-09-01 16:01:40.022221+00:00",
    "headline": "7,994 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +219.5% from the previous window; 52.8% of active listings include salary data.",
    "sample_size": 7994,
    "revision_note": "Source data changed after initial publication.",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-01",
    "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 7994,
          "change": -108,
          "previous_value": 8102
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 6092,
          "change": -158,
          "previous_value": 6250
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 52.8,
          "change": -0.6,
          "previous_value": 53.4
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 152880,
          "change": -1920,
          "previous_value": 154800
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1375,
          "change": -1,
          "previous_value": 1376
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4931,
              "active_jobs": 6496,
              "applications": 368,
              "candidate_demand": 1706,
              "jobs_per_100_candidates": 380.8
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4615,
              "active_jobs": 6106,
              "applications": 387,
              "candidate_demand": 2568,
              "jobs_per_100_candidates": 237.8
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 4529,
              "active_jobs": 6031,
              "applications": 302,
              "candidate_demand": 165,
              "jobs_per_100_candidates": 3655.2
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4630,
              "active_jobs": 6004,
              "applications": 350,
              "candidate_demand": 454,
              "jobs_per_100_candidates": 1322.5
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4521,
              "active_jobs": 5948,
              "applications": 366,
              "candidate_demand": 4753,
              "jobs_per_100_candidates": 125.1
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4171,
              "active_jobs": 5544,
              "applications": 314,
              "candidate_demand": 2267,
              "jobs_per_100_candidates": 244.6
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3954,
              "active_jobs": 5186,
              "applications": 275,
              "candidate_demand": 188,
              "jobs_per_100_candidates": 2758.5
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3790,
              "active_jobs": 4960,
              "applications": 266,
              "candidate_demand": 3698,
              "jobs_per_100_candidates": 134.1
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3746,
              "active_jobs": 4945,
              "applications": 246,
              "candidate_demand": 207,
              "jobs_per_100_candidates": 2388.9
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3155,
              "active_jobs": 4093,
              "applications": 209,
              "candidate_demand": 765,
              "jobs_per_100_candidates": 535.0
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2591,
              "active_jobs": 3381,
              "applications": 156,
              "candidate_demand": 1614,
              "jobs_per_100_candidates": 209.5
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2333,
              "active_jobs": 3369,
              "applications": 234,
              "candidate_demand": 2095,
              "jobs_per_100_candidates": 160.8
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2302,
              "active_jobs": 3255,
              "applications": 197,
              "candidate_demand": 657,
              "jobs_per_100_candidates": 495.4
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2399,
              "active_jobs": 3251,
              "applications": 214,
              "candidate_demand": 2596,
              "jobs_per_100_candidates": 125.2
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2400,
              "active_jobs": 3230,
              "applications": 157,
              "candidate_demand": 688,
              "jobs_per_100_candidates": 469.5
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2386,
              "active_jobs": 2809,
              "applications": 118,
              "candidate_demand": 101,
              "jobs_per_100_candidates": 2781.2
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1756,
              "active_jobs": 2490,
              "applications": 116,
              "candidate_demand": 345,
              "jobs_per_100_candidates": 721.7
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1695,
              "active_jobs": 1998,
              "applications": 99,
              "candidate_demand": 52,
              "jobs_per_100_candidates": 3842.3
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1246,
              "active_jobs": 1622,
              "applications": 116,
              "candidate_demand": 667,
              "jobs_per_100_candidates": 243.2
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 984,
              "active_jobs": 1201,
              "applications": 104,
              "candidate_demand": 49,
              "jobs_per_100_candidates": 2451.0
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 886,
              "active_jobs": 1163,
              "applications": 100,
              "candidate_demand": 2099,
              "jobs_per_100_candidates": 55.4
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 858,
              "active_jobs": 1071,
              "applications": 54,
              "candidate_demand": 110,
              "jobs_per_100_candidates": 973.6
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 548,
              "active_jobs": 759,
              "applications": 80,
              "candidate_demand": 1647,
              "jobs_per_100_candidates": 46.1
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 593,
              "active_jobs": 708,
              "applications": 45,
              "candidate_demand": 2665,
              "jobs_per_100_candidates": 26.6
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 486,
              "active_jobs": 663,
              "applications": 30,
              "candidate_demand": 309,
              "jobs_per_100_candidates": 214.6
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 479,
              "active_jobs": 507,
              "applications": 52,
              "candidate_demand": 26,
              "jobs_per_100_candidates": 1950.0
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 282,
              "active_jobs": 328,
              "applications": 14,
              "candidate_demand": 30,
              "jobs_per_100_candidates": 1093.3
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 5657
            },
            {
              "label": "Canada",
              "active_jobs": 853
            },
            {
              "label": "United Kingdom",
              "active_jobs": 446
            },
            {
              "label": "Germany",
              "active_jobs": 211
            },
            {
              "label": "India",
              "active_jobs": 170
            },
            {
              "label": "Mexico",
              "active_jobs": 159
            },
            {
              "label": "Spain",
              "active_jobs": 146
            },
            {
              "label": "Ireland",
              "active_jobs": 138
            },
            {
              "label": "US",
              "active_jobs": 123
            },
            {
              "label": "Poland",
              "active_jobs": 107
            },
            {
              "label": "France",
              "active_jobs": 107
            },
            {
              "label": "Brazil",
              "active_jobs": 90
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 43.5,
              "active_jobs": 3479
            },
            {
              "label": "Mid level",
              "percent": 20.2,
              "active_jobs": 1611
            },
            {
              "label": "Not stated",
              "percent": 19.8,
              "active_jobs": 1579
            },
            {
              "label": "Lead / principal",
              "percent": 10.9,
              "active_jobs": 869
            },
            {
              "label": "Entry level",
              "percent": 3.7,
              "active_jobs": 295
            },
            {
              "label": "Executive",
              "percent": 2.0,
              "active_jobs": 161
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.3,
              "active_jobs": 264
            },
            {
              "label": "Multiple countries",
              "percent": 8.2,
              "active_jobs": 657
            },
            {
              "label": "United States only",
              "percent": 65.8,
              "active_jobs": 5257
            },
            {
              "label": "Single-country restricted",
              "percent": 19.6,
              "active_jobs": 1570
            },
            {
              "label": "Location not structured",
              "percent": 3.1,
              "active_jobs": 246
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 8.6,
              "active_jobs": 687
            },
            {
              "label": "America/Chicago",
              "percent": 6.7,
              "active_jobs": 533
            },
            {
              "label": "America/Los_Angeles",
              "percent": 6.6,
              "active_jobs": 526
            },
            {
              "label": "America/Denver",
              "percent": 5.1,
              "active_jobs": 411
            },
            {
              "label": "America/Toronto",
              "percent": 3.9,
              "active_jobs": 311
            },
            {
              "label": "US timezones",
              "percent": 3.4,
              "active_jobs": 269
            },
            {
              "label": "EST",
              "percent": 2.8,
              "active_jobs": 226
            },
            {
              "label": "America/Vancouver",
              "percent": 2.8,
              "active_jobs": 225
            },
            {
              "label": "Europe/London",
              "percent": 2.6,
              "active_jobs": 210
            },
            {
              "label": "America/Edmonton",
              "percent": 2.3,
              "active_jobs": 183
            },
            {
              "label": "PST",
              "percent": 2.1,
              "active_jobs": 164
            },
            {
              "label": "America/Halifax",
              "percent": 2.0,
              "active_jobs": 156
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 15.2,
              "active_jobs": 643
            },
            {
              "label": "$75k-$99k",
              "percent": 9.8,
              "active_jobs": 414
            },
            {
              "label": "$100k-$149k",
              "percent": 23.3,
              "active_jobs": 983
            },
            {
              "label": "$150k-$199k",
              "percent": 24.2,
              "active_jobs": 1020
            },
            {
              "label": "$200k+",
              "percent": 27.5,
              "active_jobs": 1158
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-01, revision 2 (https://wfh.team/research/datasets/remote-job-market/2026-09-01)."
}