{
  "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": "2026-09-12",
    "revision": 1,
    "period_start": "2026-08-13",
    "period_end": "2026-09-12",
    "published_at": "2026-09-12 12:45:46.258863+00:00",
    "source_updated_at": "2026-09-12 12:32:25.750401+00:00",
    "headline": "11,406 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +30.7% from the previous window; 50.6% of active listings include salary data.",
    "sample_size": 11406,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-12",
    "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 11406,
          "change": 62,
          "previous_value": 11344
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 5991,
          "change": 7,
          "previous_value": 5984
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 50.6,
          "change": 0.1,
          "previous_value": 50.5
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 157493,
          "change": -7,
          "previous_value": 157500
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1495,
          "change": 1,
          "previous_value": 1494
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4945,
              "active_jobs": 9433,
              "applications": 442,
              "candidate_demand": 1731,
              "jobs_per_100_candidates": 544.9
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4621,
              "active_jobs": 9036,
              "applications": 429,
              "candidate_demand": 2611,
              "jobs_per_100_candidates": 346.1
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4398,
              "active_jobs": 8487,
              "applications": 444,
              "candidate_demand": 4827,
              "jobs_per_100_candidates": 175.8
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4407,
              "active_jobs": 8485,
              "applications": 416,
              "candidate_demand": 499,
              "jobs_per_100_candidates": 1700.4
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4263,
              "active_jobs": 8170,
              "applications": 344,
              "candidate_demand": 2333,
              "jobs_per_100_candidates": 350.2
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 4060,
              "active_jobs": 8067,
              "applications": 362,
              "candidate_demand": 191,
              "jobs_per_100_candidates": 4223.6
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3920,
              "active_jobs": 7507,
              "applications": 330,
              "candidate_demand": 210,
              "jobs_per_100_candidates": 3574.8
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3734,
              "active_jobs": 7385,
              "applications": 336,
              "candidate_demand": 3732,
              "jobs_per_100_candidates": 197.9
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3744,
              "active_jobs": 7154,
              "applications": 296,
              "candidate_demand": 233,
              "jobs_per_100_candidates": 3070.4
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3278,
              "active_jobs": 6041,
              "applications": 248,
              "candidate_demand": 783,
              "jobs_per_100_candidates": 771.5
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2363,
              "active_jobs": 5271,
              "applications": 238,
              "candidate_demand": 2133,
              "jobs_per_100_candidates": 247.1
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2505,
              "active_jobs": 5080,
              "applications": 221,
              "candidate_demand": 668,
              "jobs_per_100_candidates": 760.5
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2676,
              "active_jobs": 4989,
              "applications": 184,
              "candidate_demand": 689,
              "jobs_per_100_candidates": 724.1
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2628,
              "active_jobs": 4983,
              "applications": 197,
              "candidate_demand": 1647,
              "jobs_per_100_candidates": 302.6
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2451,
              "active_jobs": 4804,
              "applications": 208,
              "candidate_demand": 2618,
              "jobs_per_100_candidates": 183.5
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2086,
              "active_jobs": 3811,
              "applications": 164,
              "candidate_demand": 111,
              "jobs_per_100_candidates": 3433.3
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1771,
              "active_jobs": 3596,
              "applications": 143,
              "candidate_demand": 350,
              "jobs_per_100_candidates": 1027.4
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1431,
              "active_jobs": 2777,
              "applications": 129,
              "candidate_demand": 62,
              "jobs_per_100_candidates": 4479.0
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1287,
              "active_jobs": 2385,
              "applications": 108,
              "candidate_demand": 685,
              "jobs_per_100_candidates": 348.2
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 963,
              "active_jobs": 1781,
              "applications": 118,
              "candidate_demand": 2115,
              "jobs_per_100_candidates": 84.2
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 991,
              "active_jobs": 1649,
              "applications": 62,
              "candidate_demand": 128,
              "jobs_per_100_candidates": 1288.3
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 716,
              "active_jobs": 1629,
              "applications": 120,
              "candidate_demand": 61,
              "jobs_per_100_candidates": 2670.5
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 502,
              "active_jobs": 1106,
              "applications": 84,
              "candidate_demand": 1667,
              "jobs_per_100_candidates": 66.3
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 586,
              "active_jobs": 1024,
              "applications": 59,
              "candidate_demand": 2715,
              "jobs_per_100_candidates": 37.7
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 496,
              "active_jobs": 933,
              "applications": 38,
              "candidate_demand": 317,
              "jobs_per_100_candidates": 294.3
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 253,
              "active_jobs": 584,
              "applications": 73,
              "candidate_demand": 33,
              "jobs_per_100_candidates": 1769.7
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 177,
              "active_jobs": 368,
              "applications": 25,
              "candidate_demand": 37,
              "jobs_per_100_candidates": 994.6
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 7441
            },
            {
              "label": "Canada",
              "active_jobs": 1119
            },
            {
              "label": "United Kingdom",
              "active_jobs": 624
            },
            {
              "label": "Germany",
              "active_jobs": 298
            },
            {
              "label": "India",
              "active_jobs": 289
            },
            {
              "label": "Spain",
              "active_jobs": 228
            },
            {
              "label": "Mexico",
              "active_jobs": 214
            },
            {
              "label": "Poland",
              "active_jobs": 203
            },
            {
              "label": "South Africa",
              "active_jobs": 167
            },
            {
              "label": "Ireland",
              "active_jobs": 164
            },
            {
              "label": "France",
              "active_jobs": 162
            },
            {
              "label": "Philippines",
              "active_jobs": 149
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 44.0,
              "active_jobs": 5014
            },
            {
              "label": "Mid level",
              "percent": 19.2,
              "active_jobs": 2193
            },
            {
              "label": "Not stated",
              "percent": 19.0,
              "active_jobs": 2170
            },
            {
              "label": "Lead / principal",
              "percent": 11.7,
              "active_jobs": 1337
            },
            {
              "label": "Entry level",
              "percent": 3.6,
              "active_jobs": 405
            },
            {
              "label": "Executive",
              "percent": 2.5,
              "active_jobs": 287
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.0,
              "active_jobs": 339
            },
            {
              "label": "Multiple countries",
              "percent": 8.2,
              "active_jobs": 936
            },
            {
              "label": "United States only",
              "percent": 60.0,
              "active_jobs": 6838
            },
            {
              "label": "Single-country restricted",
              "percent": 24.5,
              "active_jobs": 2790
            },
            {
              "label": "Location not structured",
              "percent": 4.4,
              "active_jobs": 503
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 8.5,
              "active_jobs": 966
            },
            {
              "label": "America/Los_Angeles",
              "percent": 6.7,
              "active_jobs": 767
            },
            {
              "label": "America/Chicago",
              "percent": 6.6,
              "active_jobs": 755
            },
            {
              "label": "America/Denver",
              "percent": 5.4,
              "active_jobs": 612
            },
            {
              "label": "America/Toronto",
              "percent": 3.2,
              "active_jobs": 365
            },
            {
              "label": "US timezones",
              "percent": 3.1,
              "active_jobs": 355
            },
            {
              "label": "EST",
              "percent": 2.6,
              "active_jobs": 295
            },
            {
              "label": "Europe/London",
              "percent": 2.6,
              "active_jobs": 292
            },
            {
              "label": "America/Vancouver",
              "percent": 2.2,
              "active_jobs": 251
            },
            {
              "label": "PST",
              "percent": 2.1,
              "active_jobs": 239
            },
            {
              "label": "America/Edmonton",
              "percent": 1.8,
              "active_jobs": 202
            },
            {
              "label": "US/Eastern",
              "percent": 1.8,
              "active_jobs": 201
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 13.6,
              "active_jobs": 788
            },
            {
              "label": "$75k-$99k",
              "percent": 9.5,
              "active_jobs": 548
            },
            {
              "label": "$100k-$149k",
              "percent": 22.7,
              "active_jobs": 1310
            },
            {
              "label": "$150k-$199k",
              "percent": 24.9,
              "active_jobs": 1438
            },
            {
              "label": "$200k+",
              "percent": 29.3,
              "active_jobs": 1689
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-12, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-09-12)."
}