{
  "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": "2026-10-09",
    "revision": 1,
    "period_start": "2026-09-09",
    "period_end": "2026-10-09",
    "published_at": "2026-10-09 12:46:06.574524+00:00",
    "source_updated_at": "2026-10-09 12:32:37.253672+00:00",
    "headline": "11,352 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed -28.7% from the previous window; 52.2% of active listings include salary data.",
    "sample_size": 11352,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-09",
    "data": {
      "series": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
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              "period": "2026-08-10"
            },
            {
              "value": 5990,
              "period": "2026-08-11"
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              "period": "2026-08-12"
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            },
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              "period": "2026-08-21"
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              "period": "2026-09-26"
            },
            {
              "value": 9972,
              "period": "2026-09-27"
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              "value": 10034,
              "period": "2026-09-28"
            },
            {
              "value": 10102,
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            },
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              "value": 10281,
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            },
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            {
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            }
          ]
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
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              "value": 48.5,
              "period": "2026-08-10"
            },
            {
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              "period": "2026-08-11"
            },
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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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          ]
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
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              "value": 145500,
              "period": "2026-08-11"
            },
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          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 11352,
          "change": 118,
          "previous_value": 11234
        },
        {
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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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          "previous_value": 1059
        }
      ],
      "breakdowns": [
        {
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          "rows": [
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              "key": "product",
              "label": "Product",
              "new_jobs": 3676,
              "active_jobs": 9460,
              "applications": 603,
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              "jobs_per_100_candidates": 516.9
            },
            {
              "key": "software",
              "label": "Software",
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              "applications": 581,
              "candidate_demand": 2758,
              "jobs_per_100_candidates": 322.2
            },
            {
              "key": "operations",
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              "active_jobs": 8460,
              "applications": 589,
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              "jobs_per_100_candidates": 1291.6
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            {
              "key": "data",
              "label": "Data",
              "new_jobs": 3270,
              "active_jobs": 8258,
              "applications": 506,
              "candidate_demand": 2580,
              "jobs_per_100_candidates": 320.1
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            {
              "key": "support",
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              "active_jobs": 8179,
              "applications": 598,
              "candidate_demand": 5093,
              "jobs_per_100_candidates": 160.6
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 2849,
              "active_jobs": 7432,
              "applications": 443,
              "candidate_demand": 288,
              "jobs_per_100_candidates": 2580.6
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 2646,
              "active_jobs": 7311,
              "applications": 470,
              "candidate_demand": 279,
              "jobs_per_100_candidates": 2620.4
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            {
              "key": "security",
              "label": "Security",
              "new_jobs": 2658,
              "active_jobs": 7031,
              "applications": 375,
              "candidate_demand": 334,
              "jobs_per_100_candidates": 2105.1
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 2575,
              "active_jobs": 6961,
              "applications": 414,
              "candidate_demand": 3812,
              "jobs_per_100_candidates": 182.6
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 2084,
              "active_jobs": 5740,
              "applications": 330,
              "candidate_demand": 827,
              "jobs_per_100_candidates": 694.1
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2134,
              "active_jobs": 5244,
              "applications": 279,
              "candidate_demand": 702,
              "jobs_per_100_candidates": 747.0
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 1773,
              "active_jobs": 4942,
              "applications": 213,
              "candidate_demand": 1740,
              "jobs_per_100_candidates": 284.0
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 1732,
              "active_jobs": 4752,
              "applications": 282,
              "candidate_demand": 758,
              "jobs_per_100_candidates": 626.9
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 1706,
              "active_jobs": 4630,
              "applications": 220,
              "candidate_demand": 2660,
              "jobs_per_100_candidates": 174.1
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1535,
              "active_jobs": 3960,
              "applications": 258,
              "candidate_demand": 150,
              "jobs_per_100_candidates": 2640.0
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1081,
              "active_jobs": 3730,
              "applications": 247,
              "candidate_demand": 2291,
              "jobs_per_100_candidates": 162.8
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1465,
              "active_jobs": 3657,
              "applications": 173,
              "candidate_demand": 372,
              "jobs_per_100_candidates": 983.1
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1068,
              "active_jobs": 2698,
              "applications": 191,
              "candidate_demand": 110,
              "jobs_per_100_candidates": 2452.7
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 868,
              "active_jobs": 2253,
              "applications": 178,
              "candidate_demand": 765,
              "jobs_per_100_candidates": 294.5
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 742,
              "active_jobs": 1862,
              "applications": 126,
              "candidate_demand": 2169,
              "jobs_per_100_candidates": 85.8
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 605,
              "active_jobs": 1641,
              "applications": 96,
              "candidate_demand": 174,
              "jobs_per_100_candidates": 943.1
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 699,
              "active_jobs": 1609,
              "applications": 171,
              "candidate_demand": 103,
              "jobs_per_100_candidates": 1562.1
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 389,
              "active_jobs": 1066,
              "applications": 115,
              "candidate_demand": 1761,
              "jobs_per_100_candidates": 60.5
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 318,
              "active_jobs": 887,
              "applications": 61,
              "candidate_demand": 346,
              "jobs_per_100_candidates": 256.4
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 343,
              "active_jobs": 877,
              "applications": 175,
              "candidate_demand": 2867,
              "jobs_per_100_candidates": 30.6
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 250,
              "active_jobs": 607,
              "applications": 115,
              "candidate_demand": 56,
              "jobs_per_100_candidates": 1083.9
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 169,
              "active_jobs": 362,
              "applications": 39,
              "candidate_demand": 76,
              "jobs_per_100_candidates": 476.3
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 7318
            },
            {
              "label": "Canada",
              "active_jobs": 1071
            },
            {
              "label": "United Kingdom",
              "active_jobs": 757
            },
            {
              "label": "Germany",
              "active_jobs": 369
            },
            {
              "label": "India",
              "active_jobs": 312
            },
            {
              "label": "Spain",
              "active_jobs": 280
            },
            {
              "label": "Ireland",
              "active_jobs": 245
            },
            {
              "label": "Poland",
              "active_jobs": 221
            },
            {
              "label": "Mexico",
              "active_jobs": 201
            },
            {
              "label": "Netherlands",
              "active_jobs": 188
            },
            {
              "label": "Philippines",
              "active_jobs": 184
            },
            {
              "label": "France",
              "active_jobs": 184
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 40.0,
              "active_jobs": 4542
            },
            {
              "label": "Mid level",
              "percent": 31.4,
              "active_jobs": 3570
            },
            {
              "label": "Lead / principal",
              "percent": 15.1,
              "active_jobs": 1710
            },
            {
              "label": "Not stated",
              "percent": 6.5,
              "active_jobs": 739
            },
            {
              "label": "Entry level",
              "percent": 5.1,
              "active_jobs": 582
            },
            {
              "label": "Executive",
              "percent": 1.8,
              "active_jobs": 209
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.6,
              "active_jobs": 413
            },
            {
              "label": "Multiple countries",
              "percent": 9.7,
              "active_jobs": 1099
            },
            {
              "label": "United States only",
              "percent": 57.8,
              "active_jobs": 6558
            },
            {
              "label": "Single-country restricted",
              "percent": 23.9,
              "active_jobs": 2714
            },
            {
              "label": "Location not structured",
              "percent": 5.0,
              "active_jobs": 568
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 4.6,
              "active_jobs": 527
            },
            {
              "label": "America/Chicago",
              "percent": 3.4,
              "active_jobs": 388
            },
            {
              "label": "America/Los_Angeles",
              "percent": 3.2,
              "active_jobs": 362
            },
            {
              "label": "America/Denver",
              "percent": 2.5,
              "active_jobs": 285
            },
            {
              "label": "Global",
              "percent": 2.2,
              "active_jobs": 254
            },
            {
              "label": "US timezones",
              "percent": 1.8,
              "active_jobs": 209
            },
            {
              "label": "EST",
              "percent": 1.6,
              "active_jobs": 180
            },
            {
              "label": "Europe/London",
              "percent": 1.6,
              "active_jobs": 179
            },
            {
              "label": "Eastern Time",
              "percent": 1.6,
              "active_jobs": 177
            },
            {
              "label": "America/Toronto",
              "percent": 1.4,
              "active_jobs": 155
            },
            {
              "label": "PST",
              "percent": 1.1,
              "active_jobs": 129
            },
            {
              "label": "Pacific Time",
              "percent": 1.1,
              "active_jobs": 124
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.0,
              "active_jobs": 829
            },
            {
              "label": "$75k-$99k",
              "percent": 10.1,
              "active_jobs": 601
            },
            {
              "label": "$100k-$149k",
              "percent": 21.7,
              "active_jobs": 1289
            },
            {
              "label": "$150k-$199k",
              "percent": 24.3,
              "active_jobs": 1443
            },
            {
              "label": "$200k+",
              "percent": 29.8,
              "active_jobs": 1765
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-09, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-10-09)."
}