{
  "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": "2026-10-01",
    "revision": 1,
    "period_start": "2026-09-01",
    "period_end": "2026-10-01",
    "published_at": "2026-10-01 12:45:45.230216+00:00",
    "source_updated_at": "2026-10-01 12:32:43.125804+00:00",
    "headline": "10,349 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +8.3% from the previous window; 53.0% of active listings include salary data.",
    "sample_size": 10349,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-01",
    "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"
            },
            {
              "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"
            },
            {
              "value": 11344,
              "period": "2026-09-11"
            },
            {
              "value": 11406,
              "period": "2026-09-12"
            },
            {
              "value": 11291,
              "period": "2026-09-13"
            },
            {
              "value": 11423,
              "period": "2026-09-14"
            },
            {
              "value": 11495,
              "period": "2026-09-15"
            },
            {
              "value": 11644,
              "period": "2026-09-16"
            },
            {
              "value": 11839,
              "period": "2026-09-17"
            },
            {
              "value": 12007,
              "period": "2026-09-18"
            },
            {
              "value": 12160,
              "period": "2026-09-19"
            },
            {
              "value": 8825,
              "period": "2026-09-20"
            },
            {
              "value": 9115,
              "period": "2026-09-21"
            },
            {
              "value": 9339,
              "period": "2026-09-22"
            },
            {
              "value": 9563,
              "period": "2026-09-23"
            },
            {
              "value": 9897,
              "period": "2026-09-24"
            },
            {
              "value": 10269,
              "period": "2026-09-25"
            },
            {
              "value": 10305,
              "period": "2026-09-26"
            },
            {
              "value": 9972,
              "period": "2026-09-27"
            },
            {
              "value": 10034,
              "period": "2026-09-28"
            },
            {
              "value": 10102,
              "period": "2026-09-29"
            },
            {
              "value": 10281,
              "period": "2026-09-30"
            },
            {
              "value": 10349,
              "period": "2026-10-01"
            }
          ]
        },
        {
          "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"
            },
            {
              "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"
            },
            {
              "value": 50.5,
              "period": "2026-09-11"
            },
            {
              "value": 50.6,
              "period": "2026-09-12"
            },
            {
              "value": 50.3,
              "period": "2026-09-13"
            },
            {
              "value": 50.4,
              "period": "2026-09-14"
            },
            {
              "value": 50.1,
              "period": "2026-09-15"
            },
            {
              "value": 50.1,
              "period": "2026-09-16"
            },
            {
              "value": 49.9,
              "period": "2026-09-17"
            },
            {
              "value": 49.9,
              "period": "2026-09-18"
            },
            {
              "value": 49.9,
              "period": "2026-09-19"
            },
            {
              "value": 48.5,
              "period": "2026-09-20"
            },
            {
              "value": 49.3,
              "period": "2026-09-21"
            },
            {
              "value": 49.6,
              "period": "2026-09-22"
            },
            {
              "value": 49.5,
              "period": "2026-09-23"
            },
            {
              "value": 50.4,
              "period": "2026-09-24"
            },
            {
              "value": 51.5,
              "period": "2026-09-25"
            },
            {
              "value": 51.8,
              "period": "2026-09-26"
            },
            {
              "value": 51.8,
              "period": "2026-09-27"
            },
            {
              "value": 51.8,
              "period": "2026-09-28"
            },
            {
              "value": 52.5,
              "period": "2026-09-29"
            },
            {
              "value": 52.5,
              "period": "2026-09-30"
            },
            {
              "value": 53.0,
              "period": "2026-10-01"
            }
          ]
        },
        {
          "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"
            },
            {
              "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"
            },
            {
              "value": 157500,
              "period": "2026-09-11"
            },
            {
              "value": 157493,
              "period": "2026-09-12"
            },
            {
              "value": 155625,
              "period": "2026-09-13"
            },
            {
              "value": 155300,
              "period": "2026-09-14"
            },
            {
              "value": 156294,
              "period": "2026-09-15"
            },
            {
              "value": 156119,
              "period": "2026-09-16"
            },
            {
              "value": 157000,
              "period": "2026-09-17"
            },
            {
              "value": 156000,
              "period": "2026-09-18"
            },
            {
              "value": 156550,
              "period": "2026-09-19"
            },
            {
              "value": 156025,
              "period": "2026-09-20"
            },
            {
              "value": 155459,
              "period": "2026-09-21"
            },
            {
              "value": 155588,
              "period": "2026-09-22"
            },
            {
              "value": 155512,
              "period": "2026-09-23"
            },
            {
              "value": 155856,
              "period": "2026-09-24"
            },
            {
              "value": 155000,
              "period": "2026-09-25"
            },
            {
              "value": 155230,
              "period": "2026-09-26"
            },
            {
              "value": 156000,
              "period": "2026-09-27"
            },
            {
              "value": 155911,
              "period": "2026-09-28"
            },
            {
              "value": 156000,
              "period": "2026-09-29"
            },
            {
              "value": 156088,
              "period": "2026-09-30"
            },
            {
              "value": 156025,
              "period": "2026-10-01"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 10349,
          "change": 68,
          "previous_value": 10281
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 6205,
          "change": 77,
          "previous_value": 6128
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 53.0,
          "change": 0.5,
          "previous_value": 52.5
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 156025,
          "change": -63,
          "previous_value": 156088
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1050,
          "change": 2,
          "previous_value": 1048
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 5195,
              "active_jobs": 8661,
              "applications": 547,
              "candidate_demand": 1797,
              "jobs_per_100_candidates": 482.0
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4887,
              "active_jobs": 8125,
              "applications": 544,
              "candidate_demand": 2719,
              "jobs_per_100_candidates": 298.8
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4478,
              "active_jobs": 7708,
              "applications": 526,
              "candidate_demand": 611,
              "jobs_per_100_candidates": 1261.5
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4408,
              "active_jobs": 7534,
              "applications": 555,
              "candidate_demand": 5001,
              "jobs_per_100_candidates": 150.6
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4578,
              "active_jobs": 7499,
              "applications": 444,
              "candidate_demand": 2516,
              "jobs_per_100_candidates": 298.1
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3655,
              "active_jobs": 6755,
              "applications": 459,
              "candidate_demand": 257,
              "jobs_per_100_candidates": 2628.4
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 4013,
              "active_jobs": 6729,
              "applications": 424,
              "candidate_demand": 262,
              "jobs_per_100_candidates": 2568.3
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3846,
              "active_jobs": 6449,
              "applications": 363,
              "candidate_demand": 302,
              "jobs_per_100_candidates": 2135.4
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3775,
              "active_jobs": 6387,
              "applications": 390,
              "candidate_demand": 3790,
              "jobs_per_100_candidates": 168.5
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3098,
              "active_jobs": 5274,
              "applications": 316,
              "candidate_demand": 814,
              "jobs_per_100_candidates": 647.9
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 3110,
              "active_jobs": 4789,
              "applications": 255,
              "candidate_demand": 698,
              "jobs_per_100_candidates": 686.1
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2733,
              "active_jobs": 4542,
              "applications": 227,
              "candidate_demand": 1715,
              "jobs_per_100_candidates": 264.8
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2717,
              "active_jobs": 4429,
              "applications": 263,
              "candidate_demand": 731,
              "jobs_per_100_candidates": 605.9
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2418,
              "active_jobs": 4176,
              "applications": 198,
              "candidate_demand": 2645,
              "jobs_per_100_candidates": 157.9
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2030,
              "active_jobs": 3862,
              "applications": 232,
              "candidate_demand": 2249,
              "jobs_per_100_candidates": 171.7
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2048,
              "active_jobs": 3632,
              "applications": 231,
              "candidate_demand": 137,
              "jobs_per_100_candidates": 2651.1
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 2084,
              "active_jobs": 3305,
              "applications": 163,
              "candidate_demand": 363,
              "jobs_per_100_candidates": 910.5
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1454,
              "active_jobs": 2476,
              "applications": 187,
              "candidate_demand": 91,
              "jobs_per_100_candidates": 2720.9
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1231,
              "active_jobs": 2038,
              "applications": 134,
              "candidate_demand": 738,
              "jobs_per_100_candidates": 276.2
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1051,
              "active_jobs": 1683,
              "applications": 120,
              "candidate_demand": 2155,
              "jobs_per_100_candidates": 78.1
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 984,
              "active_jobs": 1530,
              "applications": 90,
              "candidate_demand": 158,
              "jobs_per_100_candidates": 968.4
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 787,
              "active_jobs": 1424,
              "applications": 157,
              "candidate_demand": 89,
              "jobs_per_100_candidates": 1600.0
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 553,
              "active_jobs": 989,
              "applications": 92,
              "candidate_demand": 1735,
              "jobs_per_100_candidates": 57.0
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 530,
              "active_jobs": 799,
              "applications": 139,
              "candidate_demand": 2832,
              "jobs_per_100_candidates": 28.2
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 443,
              "active_jobs": 785,
              "applications": 50,
              "candidate_demand": 338,
              "jobs_per_100_candidates": 232.2
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 246,
              "active_jobs": 557,
              "applications": 109,
              "candidate_demand": 48,
              "jobs_per_100_candidates": 1160.4
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 192,
              "active_jobs": 337,
              "applications": 42,
              "candidate_demand": 61,
              "jobs_per_100_candidates": 552.5
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 6676
            },
            {
              "label": "Canada",
              "active_jobs": 966
            },
            {
              "label": "United Kingdom",
              "active_jobs": 639
            },
            {
              "label": "Germany",
              "active_jobs": 300
            },
            {
              "label": "India",
              "active_jobs": 236
            },
            {
              "label": "Spain",
              "active_jobs": 217
            },
            {
              "label": "Mexico",
              "active_jobs": 205
            },
            {
              "label": "Ireland",
              "active_jobs": 169
            },
            {
              "label": "Philippines",
              "active_jobs": 166
            },
            {
              "label": "Poland",
              "active_jobs": 164
            },
            {
              "label": "South Africa",
              "active_jobs": 159
            },
            {
              "label": "France",
              "active_jobs": 130
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 45.7,
              "active_jobs": 4730
            },
            {
              "label": "Mid level",
              "percent": 27.2,
              "active_jobs": 2815
            },
            {
              "label": "Lead / principal",
              "percent": 12.9,
              "active_jobs": 1337
            },
            {
              "label": "Not stated",
              "percent": 7.8,
              "active_jobs": 806
            },
            {
              "label": "Entry level",
              "percent": 4.7,
              "active_jobs": 490
            },
            {
              "label": "Executive",
              "percent": 1.7,
              "active_jobs": 171
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.6,
              "active_jobs": 368
            },
            {
              "label": "Multiple countries",
              "percent": 9.4,
              "active_jobs": 970
            },
            {
              "label": "United States only",
              "percent": 58.0,
              "active_jobs": 6001
            },
            {
              "label": "Single-country restricted",
              "percent": 24.1,
              "active_jobs": 2493
            },
            {
              "label": "Location not structured",
              "percent": 5.0,
              "active_jobs": 517
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 8.0,
              "active_jobs": 824
            },
            {
              "label": "America/Chicago",
              "percent": 6.5,
              "active_jobs": 668
            },
            {
              "label": "America/Los_Angeles",
              "percent": 6.2,
              "active_jobs": 643
            },
            {
              "label": "America/Denver",
              "percent": 5.2,
              "active_jobs": 537
            },
            {
              "label": "US timezones",
              "percent": 3.2,
              "active_jobs": 326
            },
            {
              "label": "America/Toronto",
              "percent": 3.1,
              "active_jobs": 316
            },
            {
              "label": "Europe/London",
              "percent": 2.3,
              "active_jobs": 235
            },
            {
              "label": "America/Vancouver",
              "percent": 2.2,
              "active_jobs": 229
            },
            {
              "label": "EST",
              "percent": 2.2,
              "active_jobs": 224
            },
            {
              "label": "Global",
              "percent": 1.8,
              "active_jobs": 188
            },
            {
              "label": "America/Edmonton",
              "percent": 1.8,
              "active_jobs": 188
            },
            {
              "label": "PST",
              "percent": 1.8,
              "active_jobs": 186
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.2,
              "active_jobs": 778
            },
            {
              "label": "$75k-$99k",
              "percent": 10.2,
              "active_jobs": 557
            },
            {
              "label": "$100k-$149k",
              "percent": 21.8,
              "active_jobs": 1195
            },
            {
              "label": "$150k-$199k",
              "percent": 24.2,
              "active_jobs": 1327
            },
            {
              "label": "$200k+",
              "percent": 29.7,
              "active_jobs": 1629
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-01, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-10-01)."
}