{
  "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": "2026-09-19",
    "revision": 1,
    "period_start": "2026-08-20",
    "period_end": "2026-09-19",
    "published_at": "2026-09-19 12:45:46.180959+00:00",
    "source_updated_at": "2026-09-19 12:32:37.976913+00:00",
    "headline": "12,160 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +19.6% from the previous window; 49.9% of active listings include salary data.",
    "sample_size": 12160,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-19",
    "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 12160,
          "change": 153,
          "previous_value": 12007
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 5968,
          "change": -16,
          "previous_value": 5984
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 49.9,
          "change": 0.0,
          "previous_value": 49.9
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 156550,
          "change": 550,
          "previous_value": 156000
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1514,
          "change": 6,
          "previous_value": 1508
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4950,
              "active_jobs": 10053,
              "applications": 434,
              "candidate_demand": 1761,
              "jobs_per_100_candidates": 570.9
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4736,
              "active_jobs": 9614,
              "applications": 430,
              "candidate_demand": 2650,
              "jobs_per_100_candidates": 362.8
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4387,
              "active_jobs": 9092,
              "applications": 416,
              "candidate_demand": 553,
              "jobs_per_100_candidates": 1644.1
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4333,
              "active_jobs": 8929,
              "applications": 438,
              "candidate_demand": 4899,
              "jobs_per_100_candidates": 182.3
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4297,
              "active_jobs": 8658,
              "applications": 342,
              "candidate_demand": 2398,
              "jobs_per_100_candidates": 361.1
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3851,
              "active_jobs": 8516,
              "applications": 353,
              "candidate_demand": 215,
              "jobs_per_100_candidates": 3960.9
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3924,
              "active_jobs": 8022,
              "applications": 327,
              "candidate_demand": 237,
              "jobs_per_100_candidates": 3384.8
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3762,
              "active_jobs": 7680,
              "applications": 304,
              "candidate_demand": 267,
              "jobs_per_100_candidates": 2876.4
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3751,
              "active_jobs": 7661,
              "applications": 334,
              "candidate_demand": 3757,
              "jobs_per_100_candidates": 203.9
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3251,
              "active_jobs": 6416,
              "applications": 244,
              "candidate_demand": 796,
              "jobs_per_100_candidates": 806.0
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2775,
              "active_jobs": 5330,
              "applications": 184,
              "candidate_demand": 697,
              "jobs_per_100_candidates": 764.7
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2668,
              "active_jobs": 5323,
              "applications": 204,
              "candidate_demand": 1676,
              "jobs_per_100_candidates": 317.6
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2611,
              "active_jobs": 5286,
              "applications": 208,
              "candidate_demand": 687,
              "jobs_per_100_candidates": 769.4
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2448,
              "active_jobs": 5102,
              "applications": 201,
              "candidate_demand": 2627,
              "jobs_per_100_candidates": 194.2
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2279,
              "active_jobs": 5024,
              "applications": 212,
              "candidate_demand": 2173,
              "jobs_per_100_candidates": 231.2
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1976,
              "active_jobs": 4046,
              "applications": 151,
              "candidate_demand": 117,
              "jobs_per_100_candidates": 3458.1
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1871,
              "active_jobs": 3860,
              "applications": 132,
              "candidate_demand": 356,
              "jobs_per_100_candidates": 1084.3
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1432,
              "active_jobs": 3001,
              "applications": 135,
              "candidate_demand": 72,
              "jobs_per_100_candidates": 4168.1
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1281,
              "active_jobs": 2561,
              "applications": 111,
              "candidate_demand": 702,
              "jobs_per_100_candidates": 364.8
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1001,
              "active_jobs": 1894,
              "applications": 123,
              "candidate_demand": 2132,
              "jobs_per_100_candidates": 88.8
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 749,
              "active_jobs": 1789,
              "applications": 120,
              "candidate_demand": 74,
              "jobs_per_100_candidates": 2417.6
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 980,
              "active_jobs": 1776,
              "applications": 69,
              "candidate_demand": 145,
              "jobs_per_100_candidates": 1224.8
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 557,
              "active_jobs": 1185,
              "applications": 81,
              "candidate_demand": 1690,
              "jobs_per_100_candidates": 70.1
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 577,
              "active_jobs": 1114,
              "applications": 74,
              "candidate_demand": 2759,
              "jobs_per_100_candidates": 40.4
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 472,
              "active_jobs": 943,
              "applications": 33,
              "candidate_demand": 325,
              "jobs_per_100_candidates": 290.2
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 222,
              "active_jobs": 603,
              "applications": 54,
              "candidate_demand": 36,
              "jobs_per_100_candidates": 1675.0
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 189,
              "active_jobs": 432,
              "applications": 30,
              "candidate_demand": 48,
              "jobs_per_100_candidates": 900.0
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 8149
            },
            {
              "label": "Canada",
              "active_jobs": 1185
            },
            {
              "label": "United Kingdom",
              "active_jobs": 731
            },
            {
              "label": "Germany",
              "active_jobs": 332
            },
            {
              "label": "India",
              "active_jobs": 311
            },
            {
              "label": "Spain",
              "active_jobs": 286
            },
            {
              "label": "Mexico",
              "active_jobs": 224
            },
            {
              "label": "Ireland",
              "active_jobs": 213
            },
            {
              "label": "Poland",
              "active_jobs": 208
            },
            {
              "label": "South Africa",
              "active_jobs": 181
            },
            {
              "label": "Philippines",
              "active_jobs": 160
            },
            {
              "label": "Netherlands",
              "active_jobs": 152
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 47.9,
              "active_jobs": 5821
            },
            {
              "label": "Mid level",
              "percent": 21.7,
              "active_jobs": 2633
            },
            {
              "label": "Not stated",
              "percent": 12.9,
              "active_jobs": 1571
            },
            {
              "label": "Lead / principal",
              "percent": 11.7,
              "active_jobs": 1418
            },
            {
              "label": "Entry level",
              "percent": 4.2,
              "active_jobs": 507
            },
            {
              "label": "Executive",
              "percent": 1.7,
              "active_jobs": 210
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.2,
              "active_jobs": 389
            },
            {
              "label": "Multiple countries",
              "percent": 8.9,
              "active_jobs": 1080
            },
            {
              "label": "United States only",
              "percent": 61.0,
              "active_jobs": 7413
            },
            {
              "label": "Single-country restricted",
              "percent": 24.5,
              "active_jobs": 2979
            },
            {
              "label": "Location not structured",
              "percent": 2.5,
              "active_jobs": 299
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 9.6,
              "active_jobs": 1165
            },
            {
              "label": "America/Chicago",
              "percent": 7.6,
              "active_jobs": 922
            },
            {
              "label": "America/Los_Angeles",
              "percent": 7.4,
              "active_jobs": 905
            },
            {
              "label": "America/Denver",
              "percent": 6.3,
              "active_jobs": 762
            },
            {
              "label": "America/Toronto",
              "percent": 3.7,
              "active_jobs": 451
            },
            {
              "label": "US timezones",
              "percent": 3.7,
              "active_jobs": 448
            },
            {
              "label": "Europe/London",
              "percent": 2.8,
              "active_jobs": 344
            },
            {
              "label": "America/Vancouver",
              "percent": 2.7,
              "active_jobs": 328
            },
            {
              "label": "EST",
              "percent": 2.3,
              "active_jobs": 283
            },
            {
              "label": "America/Edmonton",
              "percent": 2.2,
              "active_jobs": 268
            },
            {
              "label": "PST",
              "percent": 2.1,
              "active_jobs": 253
            },
            {
              "label": "US/Eastern",
              "percent": 2.0,
              "active_jobs": 243
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 13.1,
              "active_jobs": 797
            },
            {
              "label": "$75k-$99k",
              "percent": 9.8,
              "active_jobs": 598
            },
            {
              "label": "$100k-$149k",
              "percent": 23.0,
              "active_jobs": 1394
            },
            {
              "label": "$150k-$199k",
              "percent": 25.1,
              "active_jobs": 1526
            },
            {
              "label": "$200k+",
              "percent": 28.9,
              "active_jobs": 1757
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-19, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-09-19)."
}