{
  "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": "2026-10-11",
    "revision": 1,
    "period_start": "2026-09-11",
    "period_end": "2026-10-11",
    "published_at": "2026-10-11 12:45:45.901359+00:00",
    "source_updated_at": "2026-10-11 12:32:31.031760+00:00",
    "headline": "11,441 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed -28.0% from the previous window; 52.2% of active listings include salary data.",
    "sample_size": 11441,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-11",
    "data": {
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          ]
        },
        {
          "key": "salary_transparency",
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          ]
        },
        {
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          "label": "Median listed salary",
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          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
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          "label": "Active remote jobs",
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          "change": -81,
          "previous_value": 11522
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        },
        {
          "key": "salary_transparency",
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        {
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          "key": "active_companies",
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      ],
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              "jobs_per_100_candidates": 323.5
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            {
              "key": "data",
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              "key": "support",
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              "key": "customer_success",
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              "candidate_demand": 292,
              "jobs_per_100_candidates": 2551.7
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 2504,
              "active_jobs": 7349,
              "applications": 467,
              "candidate_demand": 283,
              "jobs_per_100_candidates": 2596.8
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            {
              "key": "security",
              "label": "Security",
              "new_jobs": 2533,
              "active_jobs": 7077,
              "applications": 371,
              "candidate_demand": 339,
              "jobs_per_100_candidates": 2087.6
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            {
              "key": "marketing",
              "label": "Marketing",
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              "active_jobs": 7009,
              "applications": 416,
              "candidate_demand": 3818,
              "jobs_per_100_candidates": 183.6
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 1990,
              "active_jobs": 5779,
              "applications": 332,
              "candidate_demand": 830,
              "jobs_per_100_candidates": 696.3
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2006,
              "active_jobs": 5286,
              "applications": 274,
              "candidate_demand": 703,
              "jobs_per_100_candidates": 751.9
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 1678,
              "active_jobs": 4967,
              "applications": 212,
              "candidate_demand": 1741,
              "jobs_per_100_candidates": 285.3
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 1596,
              "active_jobs": 4777,
              "applications": 275,
              "candidate_demand": 761,
              "jobs_per_100_candidates": 627.7
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 1630,
              "active_jobs": 4698,
              "applications": 220,
              "candidate_demand": 2666,
              "jobs_per_100_candidates": 176.2
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1478,
              "active_jobs": 3984,
              "applications": 256,
              "candidate_demand": 153,
              "jobs_per_100_candidates": 2603.9
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 997,
              "active_jobs": 3745,
              "applications": 240,
              "candidate_demand": 2299,
              "jobs_per_100_candidates": 162.9
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1390,
              "active_jobs": 3691,
              "applications": 175,
              "candidate_demand": 374,
              "jobs_per_100_candidates": 986.9
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1017,
              "active_jobs": 2699,
              "applications": 193,
              "candidate_demand": 111,
              "jobs_per_100_candidates": 2431.5
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 828,
              "active_jobs": 2285,
              "applications": 180,
              "candidate_demand": 770,
              "jobs_per_100_candidates": 296.8
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 743,
              "active_jobs": 1913,
              "applications": 124,
              "candidate_demand": 2174,
              "jobs_per_100_candidates": 88.0
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 590,
              "active_jobs": 1672,
              "applications": 93,
              "candidate_demand": 176,
              "jobs_per_100_candidates": 950.0
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 673,
              "active_jobs": 1611,
              "applications": 170,
              "candidate_demand": 105,
              "jobs_per_100_candidates": 1534.3
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 360,
              "active_jobs": 1082,
              "applications": 110,
              "candidate_demand": 1766,
              "jobs_per_100_candidates": 61.3
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 315,
              "active_jobs": 903,
              "applications": 63,
              "candidate_demand": 347,
              "jobs_per_100_candidates": 260.2
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 318,
              "active_jobs": 871,
              "applications": 172,
              "candidate_demand": 2871,
              "jobs_per_100_candidates": 30.3
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 240,
              "active_jobs": 613,
              "applications": 114,
              "candidate_demand": 56,
              "jobs_per_100_candidates": 1094.6
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 163,
              "active_jobs": 358,
              "applications": 38,
              "candidate_demand": 77,
              "jobs_per_100_candidates": 464.9
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 7360
            },
            {
              "label": "Canada",
              "active_jobs": 1100
            },
            {
              "label": "United Kingdom",
              "active_jobs": 765
            },
            {
              "label": "Germany",
              "active_jobs": 369
            },
            {
              "label": "India",
              "active_jobs": 318
            },
            {
              "label": "Spain",
              "active_jobs": 280
            },
            {
              "label": "Ireland",
              "active_jobs": 246
            },
            {
              "label": "Poland",
              "active_jobs": 224
            },
            {
              "label": "Mexico",
              "active_jobs": 201
            },
            {
              "label": "Netherlands",
              "active_jobs": 190
            },
            {
              "label": "Philippines",
              "active_jobs": 185
            },
            {
              "label": "France",
              "active_jobs": 183
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 39.7,
              "active_jobs": 4547
            },
            {
              "label": "Mid level",
              "percent": 31.8,
              "active_jobs": 3641
            },
            {
              "label": "Lead / principal",
              "percent": 15.2,
              "active_jobs": 1738
            },
            {
              "label": "Not stated",
              "percent": 6.4,
              "active_jobs": 730
            },
            {
              "label": "Entry level",
              "percent": 5.0,
              "active_jobs": 574
            },
            {
              "label": "Executive",
              "percent": 1.8,
              "active_jobs": 211
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.6,
              "active_jobs": 415
            },
            {
              "label": "Multiple countries",
              "percent": 9.9,
              "active_jobs": 1127
            },
            {
              "label": "United States only",
              "percent": 57.5,
              "active_jobs": 6578
            },
            {
              "label": "Single-country restricted",
              "percent": 24.0,
              "active_jobs": 2751
            },
            {
              "label": "Location not structured",
              "percent": 5.0,
              "active_jobs": 570
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 4.5,
              "active_jobs": 511
            },
            {
              "label": "America/Chicago",
              "percent": 3.3,
              "active_jobs": 378
            },
            {
              "label": "America/Los_Angeles",
              "percent": 3.1,
              "active_jobs": 359
            },
            {
              "label": "America/Denver",
              "percent": 2.5,
              "active_jobs": 281
            },
            {
              "label": "Global",
              "percent": 2.2,
              "active_jobs": 255
            },
            {
              "label": "US timezones",
              "percent": 1.8,
              "active_jobs": 209
            },
            {
              "label": "EST",
              "percent": 1.6,
              "active_jobs": 184
            },
            {
              "label": "Europe/London",
              "percent": 1.6,
              "active_jobs": 179
            },
            {
              "label": "Eastern Time",
              "percent": 1.5,
              "active_jobs": 175
            },
            {
              "label": "America/Toronto",
              "percent": 1.4,
              "active_jobs": 155
            },
            {
              "label": "PST",
              "percent": 1.2,
              "active_jobs": 132
            },
            {
              "label": "Pacific Time",
              "percent": 1.0,
              "active_jobs": 120
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.0,
              "active_jobs": 836
            },
            {
              "label": "$75k-$99k",
              "percent": 10.0,
              "active_jobs": 598
            },
            {
              "label": "$100k-$149k",
              "percent": 21.7,
              "active_jobs": 1297
            },
            {
              "label": "$150k-$199k",
              "percent": 24.3,
              "active_jobs": 1454
            },
            {
              "label": "$200k+",
              "percent": 30.0,
              "active_jobs": 1792
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-11, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-10-11)."
}