{
  "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": "2026-09-15",
    "revision": 2,
    "period_start": "2026-08-16",
    "period_end": "2026-09-15",
    "published_at": "2026-09-16 12:45:43.831265+00:00",
    "source_updated_at": "2026-09-15 16:01:47.734970+00:00",
    "headline": "11,495 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +25.3% from the previous window; 50.1% of active listings include salary data.",
    "sample_size": 11495,
    "revision_note": "Source data changed after initial publication.",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-15",
    "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 11495,
          "change": 72,
          "previous_value": 11423
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 5844,
          "change": 38,
          "previous_value": 5806
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 50.1,
          "change": -0.3,
          "previous_value": 50.4
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 156294,
          "change": 994,
          "previous_value": 155300
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1501,
          "change": 2,
          "previous_value": 1499
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4835,
              "active_jobs": 9477,
              "applications": 425,
              "candidate_demand": 1743,
              "jobs_per_100_candidates": 543.7
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4578,
              "active_jobs": 9067,
              "applications": 421,
              "candidate_demand": 2630,
              "jobs_per_100_candidates": 344.8
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4305,
              "active_jobs": 8595,
              "applications": 407,
              "candidate_demand": 529,
              "jobs_per_100_candidates": 1624.8
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4283,
              "active_jobs": 8443,
              "applications": 420,
              "candidate_demand": 4864,
              "jobs_per_100_candidates": 173.6
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4177,
              "active_jobs": 8147,
              "applications": 329,
              "candidate_demand": 2368,
              "jobs_per_100_candidates": 344.0
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3873,
              "active_jobs": 8092,
              "applications": 340,
              "candidate_demand": 203,
              "jobs_per_100_candidates": 3986.2
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3852,
              "active_jobs": 7587,
              "applications": 319,
              "candidate_demand": 222,
              "jobs_per_100_candidates": 3417.6
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3691,
              "active_jobs": 7252,
              "applications": 295,
              "candidate_demand": 244,
              "jobs_per_100_candidates": 2972.1
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3680,
              "active_jobs": 7243,
              "applications": 311,
              "candidate_demand": 3743,
              "jobs_per_100_candidates": 193.5
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3193,
              "active_jobs": 6077,
              "applications": 236,
              "candidate_demand": 789,
              "jobs_per_100_candidates": 770.2
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2577,
              "active_jobs": 5010,
              "applications": 190,
              "candidate_demand": 1663,
              "jobs_per_100_candidates": 301.3
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2631,
              "active_jobs": 4980,
              "applications": 180,
              "candidate_demand": 694,
              "jobs_per_100_candidates": 717.6
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2471,
              "active_jobs": 4970,
              "applications": 208,
              "candidate_demand": 677,
              "jobs_per_100_candidates": 734.1
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2397,
              "active_jobs": 4834,
              "applications": 203,
              "candidate_demand": 2620,
              "jobs_per_100_candidates": 184.5
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2271,
              "active_jobs": 4794,
              "applications": 214,
              "candidate_demand": 2153,
              "jobs_per_100_candidates": 222.7
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1993,
              "active_jobs": 3819,
              "applications": 152,
              "candidate_demand": 113,
              "jobs_per_100_candidates": 3379.6
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1784,
              "active_jobs": 3631,
              "applications": 138,
              "candidate_demand": 352,
              "jobs_per_100_candidates": 1031.5
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1433,
              "active_jobs": 2843,
              "applications": 126,
              "candidate_demand": 65,
              "jobs_per_100_candidates": 4373.8
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1244,
              "active_jobs": 2422,
              "applications": 109,
              "candidate_demand": 691,
              "jobs_per_100_candidates": 350.5
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 933,
              "active_jobs": 1782,
              "applications": 123,
              "candidate_demand": 2123,
              "jobs_per_100_candidates": 83.9
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 975,
              "active_jobs": 1689,
              "applications": 61,
              "candidate_demand": 136,
              "jobs_per_100_candidates": 1241.9
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 730,
              "active_jobs": 1679,
              "applications": 116,
              "candidate_demand": 68,
              "jobs_per_100_candidates": 2469.1
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 504,
              "active_jobs": 1104,
              "applications": 82,
              "candidate_demand": 1679,
              "jobs_per_100_candidates": 65.8
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 587,
              "active_jobs": 1073,
              "applications": 59,
              "candidate_demand": 2737,
              "jobs_per_100_candidates": 39.2
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 464,
              "active_jobs": 898,
              "applications": 27,
              "candidate_demand": 321,
              "jobs_per_100_candidates": 279.8
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 228,
              "active_jobs": 568,
              "applications": 57,
              "candidate_demand": 34,
              "jobs_per_100_candidates": 1670.6
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 188,
              "active_jobs": 405,
              "applications": 25,
              "candidate_demand": 41,
              "jobs_per_100_candidates": 987.8
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 7712
            },
            {
              "label": "Canada",
              "active_jobs": 1123
            },
            {
              "label": "United Kingdom",
              "active_jobs": 685
            },
            {
              "label": "Germany",
              "active_jobs": 311
            },
            {
              "label": "India",
              "active_jobs": 301
            },
            {
              "label": "Spain",
              "active_jobs": 264
            },
            {
              "label": "Mexico",
              "active_jobs": 210
            },
            {
              "label": "Ireland",
              "active_jobs": 203
            },
            {
              "label": "Poland",
              "active_jobs": 196
            },
            {
              "label": "South Africa",
              "active_jobs": 171
            },
            {
              "label": "Philippines",
              "active_jobs": 153
            },
            {
              "label": "Netherlands",
              "active_jobs": 138
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 47.4,
              "active_jobs": 5452
            },
            {
              "label": "Mid level",
              "percent": 21.6,
              "active_jobs": 2480
            },
            {
              "label": "Not stated",
              "percent": 13.6,
              "active_jobs": 1569
            },
            {
              "label": "Lead / principal",
              "percent": 11.6,
              "active_jobs": 1337
            },
            {
              "label": "Entry level",
              "percent": 3.9,
              "active_jobs": 451
            },
            {
              "label": "Executive",
              "percent": 1.8,
              "active_jobs": 206
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.2,
              "active_jobs": 373
            },
            {
              "label": "Multiple countries",
              "percent": 8.8,
              "active_jobs": 1014
            },
            {
              "label": "United States only",
              "percent": 61.1,
              "active_jobs": 7025
            },
            {
              "label": "Single-country restricted",
              "percent": 24.3,
              "active_jobs": 2798
            },
            {
              "label": "Location not structured",
              "percent": 2.5,
              "active_jobs": 285
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 9.6,
              "active_jobs": 1101
            },
            {
              "label": "America/Chicago",
              "percent": 7.5,
              "active_jobs": 867
            },
            {
              "label": "America/Los_Angeles",
              "percent": 7.4,
              "active_jobs": 849
            },
            {
              "label": "America/Denver",
              "percent": 6.2,
              "active_jobs": 717
            },
            {
              "label": "US timezones",
              "percent": 3.7,
              "active_jobs": 424
            },
            {
              "label": "America/Toronto",
              "percent": 3.7,
              "active_jobs": 423
            },
            {
              "label": "Europe/London",
              "percent": 2.8,
              "active_jobs": 324
            },
            {
              "label": "America/Vancouver",
              "percent": 2.7,
              "active_jobs": 306
            },
            {
              "label": "EST",
              "percent": 2.3,
              "active_jobs": 265
            },
            {
              "label": "America/Edmonton",
              "percent": 2.2,
              "active_jobs": 249
            },
            {
              "label": "PST",
              "percent": 2.1,
              "active_jobs": 247
            },
            {
              "label": "US Timezones",
              "percent": 1.9,
              "active_jobs": 224
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 13.2,
              "active_jobs": 763
            },
            {
              "label": "$75k-$99k",
              "percent": 9.8,
              "active_jobs": 565
            },
            {
              "label": "$100k-$149k",
              "percent": 23.0,
              "active_jobs": 1326
            },
            {
              "label": "$150k-$199k",
              "percent": 24.9,
              "active_jobs": 1433
            },
            {
              "label": "$200k+",
              "percent": 29.0,
              "active_jobs": 1673
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-15, revision 2 (https://wfh.team/research/datasets/remote-job-market/2026-09-15)."
}