{
  "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": "2026-09-20",
    "revision": 1,
    "period_start": "2026-08-21",
    "period_end": "2026-09-20",
    "published_at": "2026-09-20 12:45:51.408220+00:00",
    "source_updated_at": "2026-09-20 12:32:17.142985+00:00",
    "headline": "8,825 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +12.5% from the previous window; 48.5% of active listings include salary data.",
    "sample_size": 8825,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-20",
    "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 8825,
          "change": -3335,
          "previous_value": 12160
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 5770,
          "change": -198,
          "previous_value": 5968
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 48.5,
          "change": -1.4,
          "previous_value": 49.9
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 156025,
          "change": -525,
          "previous_value": 156550
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1068,
          "change": -446,
          "previous_value": 1514
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4781,
              "active_jobs": 7352,
              "applications": 449,
              "candidate_demand": 1762,
              "jobs_per_100_candidates": 417.3
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4590,
              "active_jobs": 6974,
              "applications": 444,
              "candidate_demand": 2652,
              "jobs_per_100_candidates": 263.0
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4228,
              "active_jobs": 6676,
              "applications": 422,
              "candidate_demand": 555,
              "jobs_per_100_candidates": 1202.9
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4191,
              "active_jobs": 6502,
              "applications": 449,
              "candidate_demand": 4905,
              "jobs_per_100_candidates": 132.6
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4158,
              "active_jobs": 6240,
              "applications": 360,
              "candidate_demand": 2408,
              "jobs_per_100_candidates": 259.1
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3708,
              "active_jobs": 6091,
              "applications": 365,
              "candidate_demand": 218,
              "jobs_per_100_candidates": 2794.0
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3799,
              "active_jobs": 5829,
              "applications": 334,
              "candidate_demand": 241,
              "jobs_per_100_candidates": 2418.7
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3636,
              "active_jobs": 5582,
              "applications": 343,
              "candidate_demand": 3759,
              "jobs_per_100_candidates": 148.5
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3632,
              "active_jobs": 5535,
              "applications": 306,
              "candidate_demand": 272,
              "jobs_per_100_candidates": 2034.9
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3132,
              "active_jobs": 4699,
              "applications": 251,
              "candidate_demand": 798,
              "jobs_per_100_candidates": 588.8
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2569,
              "active_jobs": 3880,
              "applications": 206,
              "candidate_demand": 1681,
              "jobs_per_100_candidates": 230.8
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2695,
              "active_jobs": 3864,
              "applications": 190,
              "candidate_demand": 697,
              "jobs_per_100_candidates": 554.4
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2541,
              "active_jobs": 3760,
              "applications": 223,
              "candidate_demand": 691,
              "jobs_per_100_candidates": 544.1
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2351,
              "active_jobs": 3667,
              "applications": 206,
              "candidate_demand": 2628,
              "jobs_per_100_candidates": 139.5
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2213,
              "active_jobs": 3511,
              "applications": 230,
              "candidate_demand": 2180,
              "jobs_per_100_candidates": 161.1
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1906,
              "active_jobs": 3141,
              "applications": 161,
              "candidate_demand": 117,
              "jobs_per_100_candidates": 2684.6
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1804,
              "active_jobs": 2745,
              "applications": 134,
              "candidate_demand": 356,
              "jobs_per_100_candidates": 771.1
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1391,
              "active_jobs": 2311,
              "applications": 139,
              "candidate_demand": 74,
              "jobs_per_100_candidates": 3123.0
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1239,
              "active_jobs": 1820,
              "applications": 118,
              "candidate_demand": 706,
              "jobs_per_100_candidates": 257.8
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 965,
              "active_jobs": 1411,
              "applications": 127,
              "candidate_demand": 2133,
              "jobs_per_100_candidates": 66.2
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 722,
              "active_jobs": 1366,
              "applications": 125,
              "candidate_demand": 76,
              "jobs_per_100_candidates": 1797.4
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 956,
              "active_jobs": 1320,
              "applications": 71,
              "candidate_demand": 148,
              "jobs_per_100_candidates": 891.9
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 568,
              "active_jobs": 875,
              "applications": 77,
              "candidate_demand": 2763,
              "jobs_per_100_candidates": 31.7
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 538,
              "active_jobs": 854,
              "applications": 91,
              "candidate_demand": 1693,
              "jobs_per_100_candidates": 50.4
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 454,
              "active_jobs": 669,
              "applications": 33,
              "candidate_demand": 324,
              "jobs_per_100_candidates": 206.5
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 211,
              "active_jobs": 472,
              "applications": 55,
              "candidate_demand": 38,
              "jobs_per_100_candidates": 1242.1
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 188,
              "active_jobs": 325,
              "applications": 31,
              "candidate_demand": 48,
              "jobs_per_100_candidates": 677.1
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 5831
            },
            {
              "label": "Canada",
              "active_jobs": 809
            },
            {
              "label": "United Kingdom",
              "active_jobs": 536
            },
            {
              "label": "Germany",
              "active_jobs": 245
            },
            {
              "label": "India",
              "active_jobs": 218
            },
            {
              "label": "Spain",
              "active_jobs": 207
            },
            {
              "label": "Poland",
              "active_jobs": 176
            },
            {
              "label": "Mexico",
              "active_jobs": 172
            },
            {
              "label": "South Africa",
              "active_jobs": 160
            },
            {
              "label": "Philippines",
              "active_jobs": 146
            },
            {
              "label": "Ireland",
              "active_jobs": 137
            },
            {
              "label": "Brazil",
              "active_jobs": 113
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 49.8,
              "active_jobs": 4392
            },
            {
              "label": "Mid level",
              "percent": 23.3,
              "active_jobs": 2057
            },
            {
              "label": "Lead / principal",
              "percent": 12.2,
              "active_jobs": 1074
            },
            {
              "label": "Not stated",
              "percent": 8.7,
              "active_jobs": 765
            },
            {
              "label": "Entry level",
              "percent": 4.6,
              "active_jobs": 403
            },
            {
              "label": "Executive",
              "percent": 1.5,
              "active_jobs": 134
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.3,
              "active_jobs": 290
            },
            {
              "label": "Multiple countries",
              "percent": 9.1,
              "active_jobs": 806
            },
            {
              "label": "United States only",
              "percent": 59.9,
              "active_jobs": 5285
            },
            {
              "label": "Single-country restricted",
              "percent": 25.6,
              "active_jobs": 2257
            },
            {
              "label": "Location not structured",
              "percent": 2.1,
              "active_jobs": 187
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 10.3,
              "active_jobs": 905
            },
            {
              "label": "America/Chicago",
              "percent": 8.0,
              "active_jobs": 707
            },
            {
              "label": "America/Los_Angeles",
              "percent": 7.7,
              "active_jobs": 678
            },
            {
              "label": "America/Denver",
              "percent": 6.5,
              "active_jobs": 571
            },
            {
              "label": "America/Toronto",
              "percent": 3.8,
              "active_jobs": 336
            },
            {
              "label": "US timezones",
              "percent": 3.6,
              "active_jobs": 315
            },
            {
              "label": "Europe/London",
              "percent": 2.8,
              "active_jobs": 248
            },
            {
              "label": "America/Vancouver",
              "percent": 2.6,
              "active_jobs": 230
            },
            {
              "label": "EST",
              "percent": 2.5,
              "active_jobs": 220
            },
            {
              "label": "America/Edmonton",
              "percent": 2.2,
              "active_jobs": 190
            },
            {
              "label": "PST",
              "percent": 2.1,
              "active_jobs": 189
            },
            {
              "label": "US/Eastern",
              "percent": 2.1,
              "active_jobs": 188
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.1,
              "active_jobs": 602
            },
            {
              "label": "$75k-$99k",
              "percent": 10.0,
              "active_jobs": 430
            },
            {
              "label": "$100k-$149k",
              "percent": 22.2,
              "active_jobs": 949
            },
            {
              "label": "$150k-$199k",
              "percent": 24.1,
              "active_jobs": 1030
            },
            {
              "label": "$200k+",
              "percent": 29.7,
              "active_jobs": 1271
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-20, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-09-20)."
}