{
  "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": "2026-10-28",
    "revision": 1,
    "period_start": "2026-09-28",
    "period_end": "2026-10-28",
    "published_at": "2026-10-28 12:45:48.426937+00:00",
    "source_updated_at": "2026-10-28 12:32:51.000619+00:00",
    "headline": "14,543 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +3.5% from the previous window; 50.2% of active listings include salary data.",
    "sample_size": 14543,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-28",
    "data": {
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            },
            {
              "value": 157500,
              "period": "2026-10-26"
            },
            {
              "value": 157500,
              "period": "2026-10-27"
            },
            {
              "value": 157500,
              "period": "2026-10-28"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 14543,
          "change": 151,
          "previous_value": 14392
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 5536,
          "change": 121,
          "previous_value": 5415
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 50.2,
          "change": 0.0,
          "previous_value": 50.2
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 157500,
          "change": 0,
          "previous_value": 157500
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1115,
          "change": 0,
          "previous_value": 1115
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4568,
              "active_jobs": 12053,
              "applications": 755,
              "candidate_demand": 1900,
              "jobs_per_100_candidates": 634.4
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4517,
              "active_jobs": 11605,
              "applications": 699,
              "candidate_demand": 2836,
              "jobs_per_100_candidates": 409.2
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4149,
              "active_jobs": 10854,
              "applications": 724,
              "candidate_demand": 762,
              "jobs_per_100_candidates": 1424.4
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4154,
              "active_jobs": 10634,
              "applications": 608,
              "candidate_demand": 2720,
              "jobs_per_100_candidates": 391.0
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 3915,
              "active_jobs": 10293,
              "applications": 711,
              "candidate_demand": 5274,
              "jobs_per_100_candidates": 195.2
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3833,
              "active_jobs": 9671,
              "applications": 561,
              "candidate_demand": 340,
              "jobs_per_100_candidates": 2844.4
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3426,
              "active_jobs": 9021,
              "applications": 458,
              "candidate_demand": 382,
              "jobs_per_100_candidates": 2361.5
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3466,
              "active_jobs": 9004,
              "applications": 516,
              "candidate_demand": 3869,
              "jobs_per_100_candidates": 232.7
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 2947,
              "active_jobs": 8823,
              "applications": 517,
              "candidate_demand": 350,
              "jobs_per_100_candidates": 2520.9
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 2820,
              "active_jobs": 7464,
              "applications": 391,
              "candidate_demand": 859,
              "jobs_per_100_candidates": 868.9
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2558,
              "active_jobs": 6612,
              "applications": 344,
              "candidate_demand": 712,
              "jobs_per_100_candidates": 928.7
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2433,
              "active_jobs": 6420,
              "applications": 231,
              "candidate_demand": 1790,
              "jobs_per_100_candidates": 358.7
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2355,
              "active_jobs": 6149,
              "applications": 320,
              "candidate_demand": 798,
              "jobs_per_100_candidates": 770.6
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2380,
              "active_jobs": 6138,
              "applications": 303,
              "candidate_demand": 2694,
              "jobs_per_100_candidates": 227.8
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1793,
              "active_jobs": 4847,
              "applications": 317,
              "candidate_demand": 178,
              "jobs_per_100_candidates": 2723.0
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1895,
              "active_jobs": 4681,
              "applications": 211,
              "candidate_demand": 386,
              "jobs_per_100_candidates": 1212.7
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1398,
              "active_jobs": 4524,
              "applications": 299,
              "candidate_demand": 2368,
              "jobs_per_100_candidates": 191.0
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1203,
              "active_jobs": 3289,
              "applications": 204,
              "candidate_demand": 166,
              "jobs_per_100_candidates": 1981.3
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1266,
              "active_jobs": 3089,
              "applications": 245,
              "candidate_demand": 816,
              "jobs_per_100_candidates": 378.6
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1013,
              "active_jobs": 2519,
              "applications": 160,
              "candidate_demand": 2213,
              "jobs_per_100_candidates": 113.8
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 1035,
              "active_jobs": 2381,
              "applications": 121,
              "candidate_demand": 203,
              "jobs_per_100_candidates": 1172.9
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 875,
              "active_jobs": 2095,
              "applications": 202,
              "candidate_demand": 130,
              "jobs_per_100_candidates": 1611.5
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 553,
              "active_jobs": 1439,
              "applications": 144,
              "candidate_demand": 1809,
              "jobs_per_100_candidates": 79.5
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 401,
              "active_jobs": 1095,
              "applications": 86,
              "candidate_demand": 358,
              "jobs_per_100_candidates": 305.9
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 375,
              "active_jobs": 1018,
              "applications": 198,
              "candidate_demand": 2976,
              "jobs_per_100_candidates": 34.2
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 295,
              "active_jobs": 745,
              "applications": 121,
              "candidate_demand": 70,
              "jobs_per_100_candidates": 1064.3
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 152,
              "active_jobs": 418,
              "applications": 31,
              "candidate_demand": 104,
              "jobs_per_100_candidates": 401.9
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 9004
            },
            {
              "label": "Canada",
              "active_jobs": 1349
            },
            {
              "label": "United Kingdom",
              "active_jobs": 960
            },
            {
              "label": "India",
              "active_jobs": 537
            },
            {
              "label": "Germany",
              "active_jobs": 493
            },
            {
              "label": "Spain",
              "active_jobs": 406
            },
            {
              "label": "Poland",
              "active_jobs": 336
            },
            {
              "label": "Ireland",
              "active_jobs": 328
            },
            {
              "label": "South Africa",
              "active_jobs": 303
            },
            {
              "label": "Netherlands",
              "active_jobs": 289
            },
            {
              "label": "France",
              "active_jobs": 288
            },
            {
              "label": "Philippines",
              "active_jobs": 232
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 37.3,
              "active_jobs": 5419
            },
            {
              "label": "Mid level",
              "percent": 33.7,
              "active_jobs": 4894
            },
            {
              "label": "Lead / principal",
              "percent": 16.5,
              "active_jobs": 2406
            },
            {
              "label": "Entry level",
              "percent": 5.4,
              "active_jobs": 790
            },
            {
              "label": "Not stated",
              "percent": 5.0,
              "active_jobs": 729
            },
            {
              "label": "Executive",
              "percent": 2.1,
              "active_jobs": 305
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 4.2,
              "active_jobs": 616
            },
            {
              "label": "Multiple countries",
              "percent": 9.8,
              "active_jobs": 1428
            },
            {
              "label": "United States only",
              "percent": 55.2,
              "active_jobs": 8029
            },
            {
              "label": "Single-country restricted",
              "percent": 25.9,
              "active_jobs": 3764
            },
            {
              "label": "Location not structured",
              "percent": 4.9,
              "active_jobs": 706
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 3.1,
              "active_jobs": 453
            },
            {
              "label": "Global",
              "percent": 2.9,
              "active_jobs": 426
            },
            {
              "label": "America/Chicago",
              "percent": 2.3,
              "active_jobs": 334
            },
            {
              "label": "America/Los_Angeles",
              "percent": 2.1,
              "active_jobs": 307
            },
            {
              "label": "Eastern Time",
              "percent": 1.8,
              "active_jobs": 260
            },
            {
              "label": "America/Denver",
              "percent": 1.7,
              "active_jobs": 240
            },
            {
              "label": "US timezones",
              "percent": 1.2,
              "active_jobs": 181
            },
            {
              "label": "EST",
              "percent": 1.2,
              "active_jobs": 176
            },
            {
              "label": "Europe/London",
              "percent": 1.2,
              "active_jobs": 169
            },
            {
              "label": "Pacific Time",
              "percent": 1.0,
              "active_jobs": 151
            },
            {
              "label": "Europe",
              "percent": 1.0,
              "active_jobs": 150
            },
            {
              "label": "PST",
              "percent": 0.9,
              "active_jobs": 132
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.2,
              "active_jobs": 1037
            },
            {
              "label": "$75k-$99k",
              "percent": 10.2,
              "active_jobs": 743
            },
            {
              "label": "$100k-$149k",
              "percent": 21.3,
              "active_jobs": 1559
            },
            {
              "label": "$150k-$199k",
              "percent": 24.5,
              "active_jobs": 1788
            },
            {
              "label": "$200k+",
              "percent": 29.8,
              "active_jobs": 2177
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-28, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-10-28)."
}