{
  "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": "2026-10-05",
    "revision": 2,
    "period_start": "2026-09-05",
    "period_end": "2026-10-05",
    "published_at": "2026-10-06 12:45:51.067952+00:00",
    "source_updated_at": "2026-10-05 17:02:54.853433+00:00",
    "headline": "10,732 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +20.0% from the previous window; 52.6% of active listings include salary data.",
    "sample_size": 10732,
    "revision_note": "Source data changed after initial publication.",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-05",
    "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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            },
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            },
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              "period": "2026-08-21"
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              "value": 11423,
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            {
              "value": 11495,
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            {
              "value": 11644,
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            {
              "value": 11839,
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            {
              "value": 12007,
              "period": "2026-09-18"
            },
            {
              "value": 12160,
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            },
            {
              "value": 8825,
              "period": "2026-09-20"
            },
            {
              "value": 9115,
              "period": "2026-09-21"
            },
            {
              "value": 9339,
              "period": "2026-09-22"
            },
            {
              "value": 9563,
              "period": "2026-09-23"
            },
            {
              "value": 9897,
              "period": "2026-09-24"
            },
            {
              "value": 10269,
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            },
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              "value": 10305,
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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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              "value": 50.9,
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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": 53.3,
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            },
            {
              "value": 52.8,
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            },
            {
              "value": 53.4,
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            },
            {
              "value": 52.8,
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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": 52.7,
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            },
            {
              "value": 52.6,
              "period": "2026-09-06"
            },
            {
              "value": 52.6,
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            {
              "value": 51.5,
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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": 52.6,
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            }
          ]
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "points": [
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              "value": 145500,
              "period": "2026-08-11"
            },
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              "value": 153350,
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              "value": 152000,
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            },
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              "value": 152185,
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              "value": 152000,
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              "value": 158135,
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              "value": 158000,
              "period": "2026-09-09"
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          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 10732,
          "change": 47,
          "previous_value": 10685
        },
        {
          "key": "new_jobs",
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          "label": "New remote jobs",
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          "change": -44,
          "previous_value": 6225
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
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          "change": -0.1,
          "previous_value": 52.7
        },
        {
          "key": "median_salary",
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          "label": "Median listed salary",
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        },
        {
          "key": "active_companies",
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          "label": "Hiring companies",
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          "change": 1,
          "previous_value": 1051
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 5140,
              "active_jobs": 8947,
              "applications": 524,
              "candidate_demand": 1813,
              "jobs_per_100_candidates": 493.5
            },
            {
              "key": "software",
              "label": "Software",
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              "active_jobs": 8439,
              "applications": 517,
              "candidate_demand": 2735,
              "jobs_per_100_candidates": 308.6
            },
            {
              "key": "operations",
              "label": "Operations",
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              "active_jobs": 7978,
              "applications": 517,
              "candidate_demand": 629,
              "jobs_per_100_candidates": 1268.4
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4570,
              "active_jobs": 7807,
              "applications": 442,
              "candidate_demand": 2547,
              "jobs_per_100_candidates": 306.5
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4368,
              "active_jobs": 7798,
              "applications": 534,
              "candidate_demand": 5036,
              "jobs_per_100_candidates": 154.8
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 4019,
              "active_jobs": 7006,
              "applications": 397,
              "candidate_demand": 271,
              "jobs_per_100_candidates": 2585.2
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3571,
              "active_jobs": 6951,
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              "candidate_demand": 268,
              "jobs_per_100_candidates": 2593.7
            },
            {
              "key": "security",
              "label": "Security",
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              "active_jobs": 6705,
              "applications": 335,
              "candidate_demand": 318,
              "jobs_per_100_candidates": 2108.5
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3774,
              "active_jobs": 6646,
              "applications": 362,
              "candidate_demand": 3796,
              "jobs_per_100_candidates": 175.1
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3085,
              "active_jobs": 5481,
              "applications": 295,
              "candidate_demand": 819,
              "jobs_per_100_candidates": 669.2
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 3109,
              "active_jobs": 4979,
              "applications": 246,
              "candidate_demand": 701,
              "jobs_per_100_candidates": 710.3
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2737,
              "active_jobs": 4731,
              "applications": 196,
              "candidate_demand": 1727,
              "jobs_per_100_candidates": 273.9
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2754,
              "active_jobs": 4640,
              "applications": 257,
              "candidate_demand": 744,
              "jobs_per_100_candidates": 623.7
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2472,
              "active_jobs": 4385,
              "applications": 189,
              "candidate_demand": 2650,
              "jobs_per_100_candidates": 165.5
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1917,
              "active_jobs": 3888,
              "applications": 226,
              "candidate_demand": 2268,
              "jobs_per_100_candidates": 171.4
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1959,
              "active_jobs": 3716,
              "applications": 226,
              "candidate_demand": 143,
              "jobs_per_100_candidates": 2598.6
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 2069,
              "active_jobs": 3431,
              "applications": 157,
              "candidate_demand": 366,
              "jobs_per_100_candidates": 937.4
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1390,
              "active_jobs": 2528,
              "applications": 174,
              "candidate_demand": 99,
              "jobs_per_100_candidates": 2553.5
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1220,
              "active_jobs": 2118,
              "applications": 145,
              "candidate_demand": 748,
              "jobs_per_100_candidates": 283.2
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1053,
              "active_jobs": 1753,
              "applications": 120,
              "candidate_demand": 2159,
              "jobs_per_100_candidates": 81.2
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 967,
              "active_jobs": 1589,
              "applications": 87,
              "candidate_demand": 167,
              "jobs_per_100_candidates": 951.5
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 818,
              "active_jobs": 1489,
              "applications": 151,
              "candidate_demand": 95,
              "jobs_per_100_candidates": 1567.4
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 543,
              "active_jobs": 1021,
              "applications": 97,
              "candidate_demand": 1744,
              "jobs_per_100_candidates": 58.5
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 515,
              "active_jobs": 825,
              "applications": 151,
              "candidate_demand": 2845,
              "jobs_per_100_candidates": 29.0
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 433,
              "active_jobs": 815,
              "applications": 47,
              "candidate_demand": 341,
              "jobs_per_100_candidates": 239.0
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 236,
              "active_jobs": 562,
              "applications": 100,
              "candidate_demand": 52,
              "jobs_per_100_candidates": 1080.8
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 179,
              "active_jobs": 341,
              "applications": 38,
              "candidate_demand": 68,
              "jobs_per_100_candidates": 501.5
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 6887
            },
            {
              "label": "Canada",
              "active_jobs": 1014
            },
            {
              "label": "United Kingdom",
              "active_jobs": 679
            },
            {
              "label": "Germany",
              "active_jobs": 327
            },
            {
              "label": "India",
              "active_jobs": 278
            },
            {
              "label": "Spain",
              "active_jobs": 235
            },
            {
              "label": "Mexico",
              "active_jobs": 207
            },
            {
              "label": "Ireland",
              "active_jobs": 192
            },
            {
              "label": "Poland",
              "active_jobs": 181
            },
            {
              "label": "Philippines",
              "active_jobs": 170
            },
            {
              "label": "South Africa",
              "active_jobs": 164
            },
            {
              "label": "Netherlands",
              "active_jobs": 144
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 45.2,
              "active_jobs": 4849
            },
            {
              "label": "Mid level",
              "percent": 28.0,
              "active_jobs": 3000
            },
            {
              "label": "Lead / principal",
              "percent": 13.5,
              "active_jobs": 1444
            },
            {
              "label": "Not stated",
              "percent": 6.9,
              "active_jobs": 741
            },
            {
              "label": "Entry level",
              "percent": 4.9,
              "active_jobs": 521
            },
            {
              "label": "Executive",
              "percent": 1.6,
              "active_jobs": 177
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.8,
              "active_jobs": 412
            },
            {
              "label": "Multiple countries",
              "percent": 9.4,
              "active_jobs": 1009
            },
            {
              "label": "United States only",
              "percent": 57.5,
              "active_jobs": 6174
            },
            {
              "label": "Single-country restricted",
              "percent": 24.2,
              "active_jobs": 2592
            },
            {
              "label": "Location not structured",
              "percent": 5.1,
              "active_jobs": 545
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 7.4,
              "active_jobs": 798
            },
            {
              "label": "America/Chicago",
              "percent": 6.1,
              "active_jobs": 651
            },
            {
              "label": "America/Los_Angeles",
              "percent": 5.8,
              "active_jobs": 622
            },
            {
              "label": "America/Denver",
              "percent": 4.8,
              "active_jobs": 519
            },
            {
              "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": 233
            },
            {
              "label": "America/Vancouver",
              "percent": 2.1,
              "active_jobs": 224
            },
            {
              "label": "EST",
              "percent": 2.1,
              "active_jobs": 222
            },
            {
              "label": "Global",
              "percent": 1.9,
              "active_jobs": 205
            },
            {
              "label": "America/Edmonton",
              "percent": 1.7,
              "active_jobs": 184
            },
            {
              "label": "PST",
              "percent": 1.7,
              "active_jobs": 182
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.2,
              "active_jobs": 803
            },
            {
              "label": "$75k-$99k",
              "percent": 10.0,
              "active_jobs": 565
            },
            {
              "label": "$100k-$149k",
              "percent": 21.6,
              "active_jobs": 1217
            },
            {
              "label": "$150k-$199k",
              "percent": 24.3,
              "active_jobs": 1371
            },
            {
              "label": "$200k+",
              "percent": 29.9,
              "active_jobs": 1690
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-05, revision 2 (https://wfh.team/research/datasets/remote-job-market/2026-10-05)."
}