{
  "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": "2026-10-18",
    "revision": 1,
    "period_start": "2026-09-18",
    "period_end": "2026-10-18",
    "published_at": "2026-10-18 12:45:45.937619+00:00",
    "source_updated_at": "2026-10-18 12:32:51.918225+00:00",
    "headline": "12,787 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed -11.5% from the previous window; 50.9% of active listings include salary data.",
    "sample_size": 12787,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-18",
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              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3249,
              "active_jobs": 8397,
              "applications": 511,
              "candidate_demand": 309,
              "jobs_per_100_candidates": 2717.5
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 2672,
              "active_jobs": 7969,
              "applications": 513,
              "candidate_demand": 303,
              "jobs_per_100_candidates": 2630.0
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3002,
              "active_jobs": 7942,
              "applications": 416,
              "candidate_demand": 349,
              "jobs_per_100_candidates": 2275.6
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3008,
              "active_jobs": 7888,
              "applications": 465,
              "candidate_demand": 3835,
              "jobs_per_100_candidates": 205.7
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 2431,
              "active_jobs": 6586,
              "applications": 374,
              "candidate_demand": 840,
              "jobs_per_100_candidates": 784.0
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2283,
              "active_jobs": 5836,
              "applications": 305,
              "candidate_demand": 707,
              "jobs_per_100_candidates": 825.5
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2083,
              "active_jobs": 5627,
              "applications": 224,
              "candidate_demand": 1758,
              "jobs_per_100_candidates": 320.1
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2062,
              "active_jobs": 5476,
              "applications": 305,
              "candidate_demand": 769,
              "jobs_per_100_candidates": 712.1
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2078,
              "active_jobs": 5422,
              "applications": 252,
              "candidate_demand": 2677,
              "jobs_per_100_candidates": 202.5
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1610,
              "active_jobs": 4283,
              "applications": 291,
              "candidate_demand": 164,
              "jobs_per_100_candidates": 2611.6
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1289,
              "active_jobs": 4156,
              "applications": 266,
              "candidate_demand": 2316,
              "jobs_per_100_candidates": 179.4
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1660,
              "active_jobs": 4093,
              "applications": 191,
              "candidate_demand": 377,
              "jobs_per_100_candidates": 1085.7
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1097,
              "active_jobs": 2956,
              "applications": 220,
              "candidate_demand": 131,
              "jobs_per_100_candidates": 2256.5
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1053,
              "active_jobs": 2646,
              "applications": 193,
              "candidate_demand": 782,
              "jobs_per_100_candidates": 338.4
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 874,
              "active_jobs": 2150,
              "applications": 147,
              "candidate_demand": 2189,
              "jobs_per_100_candidates": 98.2
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 742,
              "active_jobs": 1960,
              "applications": 100,
              "candidate_demand": 185,
              "jobs_per_100_candidates": 1059.5
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 795,
              "active_jobs": 1810,
              "applications": 181,
              "candidate_demand": 113,
              "jobs_per_100_candidates": 1601.8
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 480,
              "active_jobs": 1262,
              "applications": 117,
              "candidate_demand": 1774,
              "jobs_per_100_candidates": 71.1
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 379,
              "active_jobs": 991,
              "applications": 72,
              "candidate_demand": 350,
              "jobs_per_100_candidates": 283.1
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 326,
              "active_jobs": 902,
              "applications": 191,
              "candidate_demand": 2909,
              "jobs_per_100_candidates": 31.0
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 271,
              "active_jobs": 666,
              "applications": 132,
              "candidate_demand": 60,
              "jobs_per_100_candidates": 1110.0
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 141,
              "active_jobs": 378,
              "applications": 37,
              "candidate_demand": 87,
              "jobs_per_100_candidates": 434.5
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 8103
            },
            {
              "label": "Canada",
              "active_jobs": 1209
            },
            {
              "label": "United Kingdom",
              "active_jobs": 828
            },
            {
              "label": "India",
              "active_jobs": 448
            },
            {
              "label": "Germany",
              "active_jobs": 397
            },
            {
              "label": "Spain",
              "active_jobs": 303
            },
            {
              "label": "Ireland",
              "active_jobs": 255
            },
            {
              "label": "Poland",
              "active_jobs": 245
            },
            {
              "label": "Netherlands",
              "active_jobs": 207
            },
            {
              "label": "Philippines",
              "active_jobs": 203
            },
            {
              "label": "South Africa",
              "active_jobs": 203
            },
            {
              "label": "France",
              "active_jobs": 197
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 38.4,
              "active_jobs": 4914
            },
            {
              "label": "Mid level",
              "percent": 32.2,
              "active_jobs": 4123
            },
            {
              "label": "Lead / principal",
              "percent": 16.4,
              "active_jobs": 2100
            },
            {
              "label": "Not stated",
              "percent": 5.7,
              "active_jobs": 729
            },
            {
              "label": "Entry level",
              "percent": 5.1,
              "active_jobs": 656
            },
            {
              "label": "Executive",
              "percent": 2.1,
              "active_jobs": 265
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.7,
              "active_jobs": 478
            },
            {
              "label": "Multiple countries",
              "percent": 9.2,
              "active_jobs": 1171
            },
            {
              "label": "United States only",
              "percent": 56.8,
              "active_jobs": 7260
            },
            {
              "label": "Single-country restricted",
              "percent": 25.6,
              "active_jobs": 3269
            },
            {
              "label": "Location not structured",
              "percent": 4.8,
              "active_jobs": 609
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 3.7,
              "active_jobs": 474
            },
            {
              "label": "America/Chicago",
              "percent": 2.7,
              "active_jobs": 346
            },
            {
              "label": "Global",
              "percent": 2.6,
              "active_jobs": 330
            },
            {
              "label": "America/Los_Angeles",
              "percent": 2.5,
              "active_jobs": 326
            },
            {
              "label": "America/Denver",
              "percent": 2.0,
              "active_jobs": 257
            },
            {
              "label": "Eastern Time",
              "percent": 1.5,
              "active_jobs": 196
            },
            {
              "label": "US timezones",
              "percent": 1.5,
              "active_jobs": 188
            },
            {
              "label": "Europe/London",
              "percent": 1.3,
              "active_jobs": 168
            },
            {
              "label": "EST",
              "percent": 1.3,
              "active_jobs": 162
            },
            {
              "label": "America/Toronto",
              "percent": 1.1,
              "active_jobs": 137
            },
            {
              "label": "Pacific Time",
              "percent": 1.1,
              "active_jobs": 135
            },
            {
              "label": "PST",
              "percent": 1.0,
              "active_jobs": 126
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.1,
              "active_jobs": 915
            },
            {
              "label": "$75k-$99k",
              "percent": 9.7,
              "active_jobs": 633
            },
            {
              "label": "$100k-$149k",
              "percent": 20.8,
              "active_jobs": 1355
            },
            {
              "label": "$150k-$199k",
              "percent": 24.6,
              "active_jobs": 1603
            },
            {
              "label": "$200k+",
              "percent": 30.7,
              "active_jobs": 1999
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-18, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-10-18)."
}