{
  "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": "2026-09-14",
    "revision": 2,
    "period_start": "2026-08-15",
    "period_end": "2026-09-14",
    "published_at": "2026-09-15 12:45:46.981747+00:00",
    "source_updated_at": "2026-09-14 17:01:43.500889+00:00",
    "headline": "11,423 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +23.1% from the previous window; 50.4% of active listings include salary data.",
    "sample_size": 11423,
    "revision_note": "Source data changed after initial publication.",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-14",
    "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 11423,
          "change": 132,
          "previous_value": 11291
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 5806,
          "change": -43,
          "previous_value": 5849
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 50.4,
          "change": 0.1,
          "previous_value": 50.3
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 155300,
          "change": -325,
          "previous_value": 155625
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1499,
          "change": 3,
          "previous_value": 1496
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4786,
              "active_jobs": 9372,
              "applications": 431,
              "candidate_demand": 1736,
              "jobs_per_100_candidates": 539.9
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4516,
              "active_jobs": 8959,
              "applications": 425,
              "candidate_demand": 2622,
              "jobs_per_100_candidates": 341.7
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4262,
              "active_jobs": 8510,
              "applications": 420,
              "candidate_demand": 520,
              "jobs_per_100_candidates": 1636.5
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4270,
              "active_jobs": 8410,
              "applications": 439,
              "candidate_demand": 4854,
              "jobs_per_100_candidates": 173.3
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4117,
              "active_jobs": 8053,
              "applications": 333,
              "candidate_demand": 2354,
              "jobs_per_100_candidates": 342.1
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3872,
              "active_jobs": 8048,
              "applications": 363,
              "candidate_demand": 200,
              "jobs_per_100_candidates": 4024.0
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3819,
              "active_jobs": 7539,
              "applications": 331,
              "candidate_demand": 219,
              "jobs_per_100_candidates": 3442.5
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3654,
              "active_jobs": 7202,
              "applications": 327,
              "candidate_demand": 3738,
              "jobs_per_100_candidates": 192.7
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3647,
              "active_jobs": 7180,
              "applications": 299,
              "candidate_demand": 238,
              "jobs_per_100_candidates": 3016.8
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3191,
              "active_jobs": 6056,
              "applications": 248,
              "candidate_demand": 787,
              "jobs_per_100_candidates": 769.5
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2553,
              "active_jobs": 4982,
              "applications": 196,
              "candidate_demand": 1660,
              "jobs_per_100_candidates": 300.1
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2624,
              "active_jobs": 4963,
              "applications": 185,
              "candidate_demand": 694,
              "jobs_per_100_candidates": 715.1
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2437,
              "active_jobs": 4916,
              "applications": 210,
              "candidate_demand": 673,
              "jobs_per_100_candidates": 730.5
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2378,
              "active_jobs": 4792,
              "applications": 201,
              "candidate_demand": 2620,
              "jobs_per_100_candidates": 182.9
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2273,
              "active_jobs": 4751,
              "applications": 211,
              "candidate_demand": 2144,
              "jobs_per_100_candidates": 221.6
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1996,
              "active_jobs": 3831,
              "applications": 168,
              "candidate_demand": 113,
              "jobs_per_100_candidates": 3390.3
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1747,
              "active_jobs": 3576,
              "applications": 139,
              "candidate_demand": 351,
              "jobs_per_100_candidates": 1018.8
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1410,
              "active_jobs": 2809,
              "applications": 132,
              "candidate_demand": 64,
              "jobs_per_100_candidates": 4389.1
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1237,
              "active_jobs": 2401,
              "applications": 109,
              "candidate_demand": 686,
              "jobs_per_100_candidates": 350.0
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 936,
              "active_jobs": 1788,
              "applications": 122,
              "candidate_demand": 2121,
              "jobs_per_100_candidates": 84.3
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 959,
              "active_jobs": 1658,
              "applications": 67,
              "candidate_demand": 132,
              "jobs_per_100_candidates": 1256.1
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 712,
              "active_jobs": 1655,
              "applications": 122,
              "candidate_demand": 65,
              "jobs_per_100_candidates": 2546.2
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 493,
              "active_jobs": 1088,
              "applications": 80,
              "candidate_demand": 1674,
              "jobs_per_100_candidates": 65.0
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 574,
              "active_jobs": 1054,
              "applications": 63,
              "candidate_demand": 2729,
              "jobs_per_100_candidates": 38.6
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 487,
              "active_jobs": 936,
              "applications": 36,
              "candidate_demand": 319,
              "jobs_per_100_candidates": 293.4
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 226,
              "active_jobs": 575,
              "applications": 74,
              "candidate_demand": 33,
              "jobs_per_100_candidates": 1742.4
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 194,
              "active_jobs": 421,
              "applications": 25,
              "candidate_demand": 39,
              "jobs_per_100_candidates": 1079.5
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 7662
            },
            {
              "label": "Canada",
              "active_jobs": 1106
            },
            {
              "label": "United Kingdom",
              "active_jobs": 677
            },
            {
              "label": "Germany",
              "active_jobs": 310
            },
            {
              "label": "India",
              "active_jobs": 303
            },
            {
              "label": "Spain",
              "active_jobs": 257
            },
            {
              "label": "Mexico",
              "active_jobs": 207
            },
            {
              "label": "Ireland",
              "active_jobs": 201
            },
            {
              "label": "Poland",
              "active_jobs": 196
            },
            {
              "label": "South Africa",
              "active_jobs": 170
            },
            {
              "label": "Philippines",
              "active_jobs": 153
            },
            {
              "label": "Netherlands",
              "active_jobs": 137
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 47.0,
              "active_jobs": 5366
            },
            {
              "label": "Mid level",
              "percent": 21.9,
              "active_jobs": 2506
            },
            {
              "label": "Not stated",
              "percent": 13.9,
              "active_jobs": 1585
            },
            {
              "label": "Lead / principal",
              "percent": 11.6,
              "active_jobs": 1324
            },
            {
              "label": "Entry level",
              "percent": 3.9,
              "active_jobs": 441
            },
            {
              "label": "Executive",
              "percent": 1.8,
              "active_jobs": 201
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.2,
              "active_jobs": 370
            },
            {
              "label": "Multiple countries",
              "percent": 8.8,
              "active_jobs": 1007
            },
            {
              "label": "United States only",
              "percent": 61.3,
              "active_jobs": 7003
            },
            {
              "label": "Single-country restricted",
              "percent": 24.1,
              "active_jobs": 2755
            },
            {
              "label": "Location not structured",
              "percent": 2.5,
              "active_jobs": 288
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 9.6,
              "active_jobs": 1092
            },
            {
              "label": "America/Chicago",
              "percent": 7.5,
              "active_jobs": 859
            },
            {
              "label": "America/Los_Angeles",
              "percent": 7.5,
              "active_jobs": 856
            },
            {
              "label": "America/Denver",
              "percent": 6.2,
              "active_jobs": 713
            },
            {
              "label": "America/Toronto",
              "percent": 3.6,
              "active_jobs": 413
            },
            {
              "label": "US timezones",
              "percent": 3.6,
              "active_jobs": 412
            },
            {
              "label": "Europe/London",
              "percent": 2.8,
              "active_jobs": 319
            },
            {
              "label": "EST",
              "percent": 2.6,
              "active_jobs": 302
            },
            {
              "label": "America/Vancouver",
              "percent": 2.6,
              "active_jobs": 300
            },
            {
              "label": "PST",
              "percent": 2.2,
              "active_jobs": 246
            },
            {
              "label": "America/Edmonton",
              "percent": 2.1,
              "active_jobs": 242
            },
            {
              "label": "US Timezones",
              "percent": 1.9,
              "active_jobs": 222
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 13.8,
              "active_jobs": 797
            },
            {
              "label": "$75k-$99k",
              "percent": 9.7,
              "active_jobs": 559
            },
            {
              "label": "$100k-$149k",
              "percent": 22.9,
              "active_jobs": 1318
            },
            {
              "label": "$150k-$199k",
              "percent": 24.8,
              "active_jobs": 1425
            },
            {
              "label": "$200k+",
              "percent": 28.8,
              "active_jobs": 1656
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-14, revision 2 (https://wfh.team/research/datasets/remote-job-market/2026-09-14)."
}