{
  "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": "2026-10-03",
    "revision": 1,
    "period_start": "2026-09-03",
    "period_end": "2026-10-03",
    "published_at": "2026-10-03 12:45:44.428890+00:00",
    "source_updated_at": "2026-10-03 12:32:20.033581+00:00",
    "headline": "10,780 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +6.5% from the previous window; 52.8% of active listings include salary data.",
    "sample_size": 10780,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-03",
    "data": {
      "series": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
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              "value": 6005,
              "period": "2026-08-10"
            },
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              "period": "2026-08-11"
            },
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              "period": "2026-08-12"
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              "period": "2026-08-21"
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              "period": "2026-09-11"
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              "value": 11644,
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            {
              "value": 11839,
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            {
              "value": 12007,
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            {
              "value": 12160,
              "period": "2026-09-19"
            },
            {
              "value": 8825,
              "period": "2026-09-20"
            },
            {
              "value": 9115,
              "period": "2026-09-21"
            },
            {
              "value": 9339,
              "period": "2026-09-22"
            },
            {
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            },
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            },
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            },
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            }
          ]
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
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              "value": 48.5,
              "period": "2026-08-10"
            },
            {
              "value": 45.9,
              "period": "2026-08-11"
            },
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            },
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            },
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            },
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            },
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            },
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            },
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            },
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            },
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            },
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            },
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            },
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            },
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            },
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            },
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              "value": 53.4,
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            },
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            },
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              "value": 52.7,
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            },
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            {
              "value": 52.6,
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            },
            {
              "value": 52.7,
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            {
              "value": 52.6,
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            {
              "value": 52.6,
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            },
            {
              "value": 51.5,
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            },
            {
              "value": 50.0,
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            {
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            }
          ]
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "points": [
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              "value": 145500,
              "period": "2026-08-11"
            },
            {
              "value": 145000,
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              "value": 154800,
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              "value": 152880,
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              "value": 151375,
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            {
              "value": 152000,
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              "value": 151750,
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            {
              "value": 152000,
              "period": "2026-09-05"
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            {
              "value": 152185,
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              "value": 158135,
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              "value": 156294,
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              "value": 157250,
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          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 10780,
          "change": 176,
          "previous_value": 10604
        },
        {
          "key": "new_jobs",
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          "label": "New remote jobs",
          "value": 6332,
          "change": 45,
          "previous_value": 6287
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
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          "change": 0.3,
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        },
        {
          "key": "median_salary",
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          "label": "Median listed salary",
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          "previous_value": 157500
        },
        {
          "key": "active_companies",
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          "label": "Hiring companies",
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          "change": 2,
          "previous_value": 1058
        }
      ],
      "breakdowns": [
        {
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          "rows": [
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              "key": "product",
              "label": "Product",
              "new_jobs": 5275,
              "active_jobs": 9001,
              "applications": 528,
              "candidate_demand": 1804,
              "jobs_per_100_candidates": 498.9
            },
            {
              "key": "software",
              "label": "Software",
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              "active_jobs": 8455,
              "applications": 523,
              "candidate_demand": 2728,
              "jobs_per_100_candidates": 309.9
            },
            {
              "key": "operations",
              "label": "Operations",
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              "applications": 516,
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              "jobs_per_100_candidates": 1292.1
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            {
              "key": "support",
              "label": "Customer support",
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              "applications": 529,
              "candidate_demand": 5020,
              "jobs_per_100_candidates": 156.4
            },
            {
              "key": "data",
              "label": "Data",
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              "active_jobs": 7836,
              "applications": 449,
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              "jobs_per_100_candidates": 309.2
            },
            {
              "key": "customer_success",
              "label": "Customer success",
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              "active_jobs": 7039,
              "applications": 404,
              "candidate_demand": 265,
              "jobs_per_100_candidates": 2656.2
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3685,
              "active_jobs": 7009,
              "applications": 439,
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              "jobs_per_100_candidates": 2654.9
            },
            {
              "key": "security",
              "label": "Security",
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              "active_jobs": 6738,
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              "candidate_demand": 310,
              "jobs_per_100_candidates": 2173.5
            },
            {
              "key": "marketing",
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              "active_jobs": 6678,
              "applications": 372,
              "candidate_demand": 3794,
              "jobs_per_100_candidates": 176.0
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3171,
              "active_jobs": 5497,
              "applications": 294,
              "candidate_demand": 818,
              "jobs_per_100_candidates": 672.0
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 3182,
              "active_jobs": 5002,
              "applications": 247,
              "candidate_demand": 701,
              "jobs_per_100_candidates": 713.6
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2804,
              "active_jobs": 4733,
              "applications": 202,
              "candidate_demand": 1722,
              "jobs_per_100_candidates": 274.9
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2826,
              "active_jobs": 4651,
              "applications": 254,
              "candidate_demand": 738,
              "jobs_per_100_candidates": 630.2
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2521,
              "active_jobs": 4386,
              "applications": 191,
              "candidate_demand": 2647,
              "jobs_per_100_candidates": 165.7
            },
            {
              "key": "backend",
              "label": "Backend",
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              "active_jobs": 3900,
              "applications": 227,
              "candidate_demand": 2259,
              "jobs_per_100_candidates": 172.6
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2036,
              "active_jobs": 3762,
              "applications": 225,
              "candidate_demand": 142,
              "jobs_per_100_candidates": 2649.3
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 2127,
              "active_jobs": 3443,
              "applications": 157,
              "candidate_demand": 365,
              "jobs_per_100_candidates": 943.3
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1441,
              "active_jobs": 2561,
              "applications": 174,
              "candidate_demand": 96,
              "jobs_per_100_candidates": 2667.7
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1257,
              "active_jobs": 2118,
              "applications": 143,
              "candidate_demand": 741,
              "jobs_per_100_candidates": 285.8
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1074,
              "active_jobs": 1752,
              "applications": 120,
              "candidate_demand": 2157,
              "jobs_per_100_candidates": 81.2
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 992,
              "active_jobs": 1600,
              "applications": 88,
              "candidate_demand": 164,
              "jobs_per_100_candidates": 975.6
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 827,
              "active_jobs": 1502,
              "applications": 148,
              "candidate_demand": 94,
              "jobs_per_100_candidates": 1597.9
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 554,
              "active_jobs": 1019,
              "applications": 95,
              "candidate_demand": 1739,
              "jobs_per_100_candidates": 58.6
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 536,
              "active_jobs": 832,
              "applications": 151,
              "candidate_demand": 2841,
              "jobs_per_100_candidates": 29.3
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 443,
              "active_jobs": 811,
              "applications": 50,
              "candidate_demand": 339,
              "jobs_per_100_candidates": 239.2
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 251,
              "active_jobs": 582,
              "applications": 103,
              "candidate_demand": 50,
              "jobs_per_100_candidates": 1164.0
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 183,
              "active_jobs": 342,
              "applications": 37,
              "candidate_demand": 64,
              "jobs_per_100_candidates": 534.4
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 6940
            },
            {
              "label": "Canada",
              "active_jobs": 1009
            },
            {
              "label": "United Kingdom",
              "active_jobs": 676
            },
            {
              "label": "Germany",
              "active_jobs": 327
            },
            {
              "label": "India",
              "active_jobs": 286
            },
            {
              "label": "Spain",
              "active_jobs": 233
            },
            {
              "label": "Mexico",
              "active_jobs": 208
            },
            {
              "label": "Ireland",
              "active_jobs": 192
            },
            {
              "label": "Poland",
              "active_jobs": 185
            },
            {
              "label": "Philippines",
              "active_jobs": 170
            },
            {
              "label": "South Africa",
              "active_jobs": 163
            },
            {
              "label": "Netherlands",
              "active_jobs": 143
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 45.2,
              "active_jobs": 4877
            },
            {
              "label": "Mid level",
              "percent": 27.9,
              "active_jobs": 3008
            },
            {
              "label": "Lead / principal",
              "percent": 13.4,
              "active_jobs": 1444
            },
            {
              "label": "Not stated",
              "percent": 7.1,
              "active_jobs": 764
            },
            {
              "label": "Entry level",
              "percent": 4.8,
              "active_jobs": 513
            },
            {
              "label": "Executive",
              "percent": 1.6,
              "active_jobs": 174
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.7,
              "active_jobs": 402
            },
            {
              "label": "Multiple countries",
              "percent": 9.4,
              "active_jobs": 1012
            },
            {
              "label": "United States only",
              "percent": 57.7,
              "active_jobs": 6222
            },
            {
              "label": "Single-country restricted",
              "percent": 24.1,
              "active_jobs": 2603
            },
            {
              "label": "Location not structured",
              "percent": 5.0,
              "active_jobs": 541
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 7.5,
              "active_jobs": 808
            },
            {
              "label": "America/Chicago",
              "percent": 6.1,
              "active_jobs": 654
            },
            {
              "label": "America/Los_Angeles",
              "percent": 5.8,
              "active_jobs": 625
            },
            {
              "label": "America/Denver",
              "percent": 4.8,
              "active_jobs": 522
            },
            {
              "label": "US timezones",
              "percent": 3.0,
              "active_jobs": 321
            },
            {
              "label": "America/Toronto",
              "percent": 2.9,
              "active_jobs": 311
            },
            {
              "label": "Europe/London",
              "percent": 2.2,
              "active_jobs": 234
            },
            {
              "label": "America/Vancouver",
              "percent": 2.1,
              "active_jobs": 224
            },
            {
              "label": "EST",
              "percent": 2.1,
              "active_jobs": 223
            },
            {
              "label": "Global",
              "percent": 1.9,
              "active_jobs": 201
            },
            {
              "label": "America/Edmonton",
              "percent": 1.7,
              "active_jobs": 184
            },
            {
              "label": "PST",
              "percent": 1.7,
              "active_jobs": 181
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.3,
              "active_jobs": 814
            },
            {
              "label": "$75k-$99k",
              "percent": 10.1,
              "active_jobs": 572
            },
            {
              "label": "$100k-$149k",
              "percent": 21.6,
              "active_jobs": 1228
            },
            {
              "label": "$150k-$199k",
              "percent": 24.3,
              "active_jobs": 1380
            },
            {
              "label": "$200k+",
              "percent": 29.8,
              "active_jobs": 1695
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-03, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-10-03)."
}