{
  "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": "2026-10-07",
    "revision": 1,
    "period_start": "2026-09-07",
    "period_end": "2026-10-07",
    "published_at": "2026-10-07 12:45:44.967912+00:00",
    "source_updated_at": "2026-10-07 12:32:30.714195+00:00",
    "headline": "11,258 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +46.4% from the previous window; 52.5% of active listings include salary data.",
    "sample_size": 11258,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-07",
    "data": {
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          "unit": "count",
          "label": "Active remote jobs",
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              "period": "2026-08-10"
            },
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              "period": "2026-08-11"
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          ]
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
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            },
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          ]
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
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            },
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          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
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          "change": -29,
          "previous_value": 11287
        },
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        },
        {
          "key": "salary_transparency",
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          "label": "Salary transparency",
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        },
        {
          "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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        }
      ],
      "breakdowns": [
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          "key": "occupation",
          "rows": [
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              "label": "Product",
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              "applications": 548,
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              "jobs_per_100_candidates": 521.9
            },
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              "key": "software",
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              "applications": 535,
              "candidate_demand": 2747,
              "jobs_per_100_candidates": 323.0
            },
            {
              "key": "data",
              "label": "Data",
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              "active_jobs": 8390,
              "applications": 471,
              "candidate_demand": 2558,
              "jobs_per_100_candidates": 328.0
            },
            {
              "key": "operations",
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              "jobs_per_100_candidates": 1311.0
            },
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              "key": "support",
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              "key": "customer_success",
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              "candidate_demand": 276,
              "jobs_per_100_candidates": 2655.1
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            {
              "key": "marketing",
              "label": "Marketing",
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              "jobs_per_100_candidates": 191.3
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3758,
              "active_jobs": 7254,
              "applications": 442,
              "candidate_demand": 271,
              "jobs_per_100_candidates": 2676.8
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            {
              "key": "security",
              "label": "Security",
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              "active_jobs": 7018,
              "applications": 345,
              "candidate_demand": 325,
              "jobs_per_100_candidates": 2159.4
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3203,
              "active_jobs": 5697,
              "applications": 303,
              "candidate_demand": 821,
              "jobs_per_100_candidates": 693.9
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 3273,
              "active_jobs": 5254,
              "applications": 259,
              "candidate_demand": 701,
              "jobs_per_100_candidates": 749.5
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2843,
              "active_jobs": 4981,
              "applications": 262,
              "candidate_demand": 748,
              "jobs_per_100_candidates": 665.9
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2862,
              "active_jobs": 4926,
              "applications": 196,
              "candidate_demand": 1734,
              "jobs_per_100_candidates": 284.1
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2572,
              "active_jobs": 4550,
              "applications": 193,
              "candidate_demand": 2653,
              "jobs_per_100_candidates": 171.5
            },
            {
              "key": "backend",
              "label": "Backend",
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              "active_jobs": 4509,
              "applications": 238,
              "candidate_demand": 2280,
              "jobs_per_100_candidates": 197.8
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2105,
              "active_jobs": 3894,
              "applications": 232,
              "candidate_demand": 145,
              "jobs_per_100_candidates": 2685.5
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 2167,
              "active_jobs": 3626,
              "applications": 161,
              "candidate_demand": 369,
              "jobs_per_100_candidates": 982.7
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1495,
              "active_jobs": 2691,
              "applications": 179,
              "candidate_demand": 105,
              "jobs_per_100_candidates": 2562.9
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1269,
              "active_jobs": 2184,
              "applications": 150,
              "candidate_demand": 755,
              "jobs_per_100_candidates": 289.3
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1111,
              "active_jobs": 1814,
              "applications": 119,
              "candidate_demand": 2165,
              "jobs_per_100_candidates": 83.8
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 998,
              "active_jobs": 1635,
              "applications": 90,
              "candidate_demand": 172,
              "jobs_per_100_candidates": 950.6
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 884,
              "active_jobs": 1576,
              "applications": 156,
              "candidate_demand": 97,
              "jobs_per_100_candidates": 1624.7
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 557,
              "active_jobs": 1063,
              "applications": 101,
              "candidate_demand": 1754,
              "jobs_per_100_candidates": 60.6
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 555,
              "active_jobs": 869,
              "applications": 161,
              "candidate_demand": 2861,
              "jobs_per_100_candidates": 30.4
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 478,
              "active_jobs": 863,
              "applications": 53,
              "candidate_demand": 344,
              "jobs_per_100_candidates": 250.9
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 260,
              "active_jobs": 596,
              "applications": 104,
              "candidate_demand": 53,
              "jobs_per_100_candidates": 1124.5
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 189,
              "active_jobs": 348,
              "applications": 38,
              "candidate_demand": 72,
              "jobs_per_100_candidates": 483.3
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 7123
            },
            {
              "label": "Canada",
              "active_jobs": 1001
            },
            {
              "label": "United Kingdom",
              "active_jobs": 703
            },
            {
              "label": "Germany",
              "active_jobs": 355
            },
            {
              "label": "India",
              "active_jobs": 288
            },
            {
              "label": "Spain",
              "active_jobs": 264
            },
            {
              "label": "Ireland",
              "active_jobs": 223
            },
            {
              "label": "Poland",
              "active_jobs": 210
            },
            {
              "label": "Mexico",
              "active_jobs": 185
            },
            {
              "label": "Philippines",
              "active_jobs": 183
            },
            {
              "label": "France",
              "active_jobs": 173
            },
            {
              "label": "Netherlands",
              "active_jobs": 171
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 38.6,
              "active_jobs": 4341
            },
            {
              "label": "Mid level",
              "percent": 26.8,
              "active_jobs": 3012
            },
            {
              "label": "Lead / principal",
              "percent": 14.4,
              "active_jobs": 1620
            },
            {
              "label": "Not stated",
              "percent": 12.4,
              "active_jobs": 1393
            },
            {
              "label": "Entry level",
              "percent": 4.8,
              "active_jobs": 541
            },
            {
              "label": "Executive",
              "percent": 3.1,
              "active_jobs": 351
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.3,
              "active_jobs": 366
            },
            {
              "label": "Multiple countries",
              "percent": 8.9,
              "active_jobs": 999
            },
            {
              "label": "United States only",
              "percent": 57.3,
              "active_jobs": 6448
            },
            {
              "label": "Single-country restricted",
              "percent": 24.2,
              "active_jobs": 2730
            },
            {
              "label": "Location not structured",
              "percent": 6.4,
              "active_jobs": 715
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 4.7,
              "active_jobs": 525
            },
            {
              "label": "America/Chicago",
              "percent": 3.5,
              "active_jobs": 391
            },
            {
              "label": "America/Los_Angeles",
              "percent": 3.2,
              "active_jobs": 363
            },
            {
              "label": "America/Denver",
              "percent": 2.5,
              "active_jobs": 287
            },
            {
              "label": "Global",
              "percent": 2.3,
              "active_jobs": 259
            },
            {
              "label": "US timezones",
              "percent": 1.8,
              "active_jobs": 206
            },
            {
              "label": "EST",
              "percent": 1.6,
              "active_jobs": 178
            },
            {
              "label": "Europe/London",
              "percent": 1.5,
              "active_jobs": 171
            },
            {
              "label": "Eastern Time",
              "percent": 1.4,
              "active_jobs": 157
            },
            {
              "label": "America/Toronto",
              "percent": 1.3,
              "active_jobs": 151
            },
            {
              "label": "Pacific Time",
              "percent": 1.1,
              "active_jobs": 125
            },
            {
              "label": "PST",
              "percent": 1.1,
              "active_jobs": 125
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 13.7,
              "active_jobs": 811
            },
            {
              "label": "$75k-$99k",
              "percent": 9.8,
              "active_jobs": 582
            },
            {
              "label": "$100k-$149k",
              "percent": 21.9,
              "active_jobs": 1294
            },
            {
              "label": "$150k-$199k",
              "percent": 24.2,
              "active_jobs": 1429
            },
            {
              "label": "$200k+",
              "percent": 30.4,
              "active_jobs": 1795
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-07, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-10-07)."
}