{
  "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": "2026-10-19",
    "revision": 2,
    "period_start": "2026-09-19",
    "period_end": "2026-10-19",
    "published_at": "2026-10-20 12:45:43.522817+00:00",
    "source_updated_at": "2026-10-19 17:02:15.444356+00:00",
    "headline": "12,856 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed -12.9% from the previous window; 50.8% of active listings include salary data.",
    "sample_size": 12856,
    "revision_note": "Source data changed after initial publication.",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-19",
    "data": {
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      ],
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            {
              "key": "data",
              "label": "Data",
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            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 3365,
              "active_jobs": 9101,
              "applications": 658,
              "candidate_demand": 5179,
              "jobs_per_100_candidates": 175.7
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3191,
              "active_jobs": 8446,
              "applications": 510,
              "candidate_demand": 312,
              "jobs_per_100_candidates": 2707.1
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 2628,
              "active_jobs": 8016,
              "applications": 508,
              "candidate_demand": 307,
              "jobs_per_100_candidates": 2611.1
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 2935,
              "active_jobs": 7989,
              "applications": 408,
              "candidate_demand": 351,
              "jobs_per_100_candidates": 2276.1
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 2947,
              "active_jobs": 7934,
              "applications": 463,
              "candidate_demand": 3837,
              "jobs_per_100_candidates": 206.8
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 2366,
              "active_jobs": 6613,
              "applications": 373,
              "candidate_demand": 841,
              "jobs_per_100_candidates": 786.3
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2232,
              "active_jobs": 5873,
              "applications": 311,
              "candidate_demand": 707,
              "jobs_per_100_candidates": 830.7
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2037,
              "active_jobs": 5657,
              "applications": 221,
              "candidate_demand": 1763,
              "jobs_per_100_candidates": 320.9
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2020,
              "active_jobs": 5514,
              "applications": 298,
              "candidate_demand": 773,
              "jobs_per_100_candidates": 713.3
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2035,
              "active_jobs": 5445,
              "applications": 248,
              "candidate_demand": 2678,
              "jobs_per_100_candidates": 203.3
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1579,
              "active_jobs": 4314,
              "applications": 288,
              "candidate_demand": 167,
              "jobs_per_100_candidates": 2583.2
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1265,
              "active_jobs": 4176,
              "applications": 260,
              "candidate_demand": 2319,
              "jobs_per_100_candidates": 180.1
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1616,
              "active_jobs": 4124,
              "applications": 189,
              "candidate_demand": 378,
              "jobs_per_100_candidates": 1091.0
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1064,
              "active_jobs": 2968,
              "applications": 218,
              "candidate_demand": 134,
              "jobs_per_100_candidates": 2214.9
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1037,
              "active_jobs": 2661,
              "applications": 193,
              "candidate_demand": 785,
              "jobs_per_100_candidates": 339.0
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 859,
              "active_jobs": 2161,
              "applications": 149,
              "candidate_demand": 2193,
              "jobs_per_100_candidates": 98.5
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 734,
              "active_jobs": 1974,
              "applications": 100,
              "candidate_demand": 186,
              "jobs_per_100_candidates": 1061.3
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 772,
              "active_jobs": 1824,
              "applications": 179,
              "candidate_demand": 113,
              "jobs_per_100_candidates": 1614.2
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 464,
              "active_jobs": 1270,
              "applications": 117,
              "candidate_demand": 1777,
              "jobs_per_100_candidates": 71.5
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 370,
              "active_jobs": 998,
              "applications": 74,
              "candidate_demand": 350,
              "jobs_per_100_candidates": 285.1
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 315,
              "active_jobs": 906,
              "applications": 194,
              "candidate_demand": 2915,
              "jobs_per_100_candidates": 31.1
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 263,
              "active_jobs": 668,
              "applications": 134,
              "candidate_demand": 61,
              "jobs_per_100_candidates": 1095.1
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 138,
              "active_jobs": 381,
              "applications": 37,
              "candidate_demand": 89,
              "jobs_per_100_candidates": 428.1
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 8130
            },
            {
              "label": "Canada",
              "active_jobs": 1211
            },
            {
              "label": "United Kingdom",
              "active_jobs": 831
            },
            {
              "label": "India",
              "active_jobs": 456
            },
            {
              "label": "Germany",
              "active_jobs": 399
            },
            {
              "label": "Spain",
              "active_jobs": 305
            },
            {
              "label": "Ireland",
              "active_jobs": 257
            },
            {
              "label": "Poland",
              "active_jobs": 245
            },
            {
              "label": "Netherlands",
              "active_jobs": 204
            },
            {
              "label": "Philippines",
              "active_jobs": 203
            },
            {
              "label": "South Africa",
              "active_jobs": 203
            },
            {
              "label": "France",
              "active_jobs": 199
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 38.4,
              "active_jobs": 4932
            },
            {
              "label": "Mid level",
              "percent": 32.1,
              "active_jobs": 4130
            },
            {
              "label": "Lead / principal",
              "percent": 16.5,
              "active_jobs": 2123
            },
            {
              "label": "Not stated",
              "percent": 5.7,
              "active_jobs": 736
            },
            {
              "label": "Entry level",
              "percent": 5.2,
              "active_jobs": 663
            },
            {
              "label": "Executive",
              "percent": 2.1,
              "active_jobs": 272
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.7,
              "active_jobs": 479
            },
            {
              "label": "Multiple countries",
              "percent": 9.1,
              "active_jobs": 1173
            },
            {
              "label": "United States only",
              "percent": 56.7,
              "active_jobs": 7288
            },
            {
              "label": "Single-country restricted",
              "percent": 25.7,
              "active_jobs": 3300
            },
            {
              "label": "Location not structured",
              "percent": 4.8,
              "active_jobs": 616
            }
          ],
          "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": 345
            },
            {
              "label": "Global",
              "percent": 2.6,
              "active_jobs": 339
            },
            {
              "label": "America/Los_Angeles",
              "percent": 2.5,
              "active_jobs": 325
            },
            {
              "label": "America/Denver",
              "percent": 2.0,
              "active_jobs": 256
            },
            {
              "label": "Eastern Time",
              "percent": 1.6,
              "active_jobs": 200
            },
            {
              "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": 136
            },
            {
              "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": 14.0,
              "active_jobs": 913
            },
            {
              "label": "$75k-$99k",
              "percent": 9.7,
              "active_jobs": 636
            },
            {
              "label": "$100k-$149k",
              "percent": 20.8,
              "active_jobs": 1357
            },
            {
              "label": "$150k-$199k",
              "percent": 24.7,
              "active_jobs": 1612
            },
            {
              "label": "$200k+",
              "percent": 30.8,
              "active_jobs": 2010
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-19, revision 2 (https://wfh.team/research/datasets/remote-job-market/2026-10-19)."
}