{
  "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": "2026-10-29",
    "revision": 1,
    "period_start": "2026-09-29",
    "period_end": "2026-10-29",
    "published_at": "2026-10-29 12:45:46.395714+00:00",
    "source_updated_at": "2026-10-29 12:33:02.505970+00:00",
    "headline": "14,668 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +0.5% from the previous window; 50.4% of active listings include salary data.",
    "sample_size": 14668,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-29",
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            {
              "value": 157500,
              "period": "2026-10-24"
            },
            {
              "value": 157500,
              "period": "2026-10-25"
            },
            {
              "value": 157500,
              "period": "2026-10-26"
            },
            {
              "value": 157500,
              "period": "2026-10-27"
            },
            {
              "value": 157500,
              "period": "2026-10-28"
            },
            {
              "value": 157560,
              "period": "2026-10-29"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 14668,
          "change": 125,
          "previous_value": 14543
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 5492,
          "change": -44,
          "previous_value": 5536
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 50.4,
          "change": 0.2,
          "previous_value": 50.2
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 157560,
          "change": 60,
          "previous_value": 157500
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1119,
          "change": 4,
          "previous_value": 1115
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4520,
              "active_jobs": 12152,
              "applications": 758,
              "candidate_demand": 1902,
              "jobs_per_100_candidates": 638.9
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4566,
              "active_jobs": 11806,
              "applications": 708,
              "candidate_demand": 2846,
              "jobs_per_100_candidates": 414.8
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4159,
              "active_jobs": 10988,
              "applications": 725,
              "candidate_demand": 766,
              "jobs_per_100_candidates": 1434.5
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4104,
              "active_jobs": 10705,
              "applications": 608,
              "candidate_demand": 2736,
              "jobs_per_100_candidates": 391.3
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 3919,
              "active_jobs": 10450,
              "applications": 724,
              "candidate_demand": 5286,
              "jobs_per_100_candidates": 197.7
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3797,
              "active_jobs": 9750,
              "applications": 563,
              "candidate_demand": 343,
              "jobs_per_100_candidates": 2842.6
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3481,
              "active_jobs": 9124,
              "applications": 527,
              "candidate_demand": 3871,
              "jobs_per_100_candidates": 235.7
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3406,
              "active_jobs": 9104,
              "applications": 460,
              "candidate_demand": 387,
              "jobs_per_100_candidates": 2352.5
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 2884,
              "active_jobs": 8873,
              "applications": 519,
              "candidate_demand": 353,
              "jobs_per_100_candidates": 2513.6
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 2842,
              "active_jobs": 7574,
              "applications": 396,
              "candidate_demand": 860,
              "jobs_per_100_candidates": 880.7
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2539,
              "active_jobs": 6665,
              "applications": 348,
              "candidate_demand": 712,
              "jobs_per_100_candidates": 936.1
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2429,
              "active_jobs": 6511,
              "applications": 234,
              "candidate_demand": 1793,
              "jobs_per_100_candidates": 363.1
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2375,
              "active_jobs": 6208,
              "applications": 309,
              "candidate_demand": 2697,
              "jobs_per_100_candidates": 230.2
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2353,
              "active_jobs": 6204,
              "applications": 320,
              "candidate_demand": 805,
              "jobs_per_100_candidates": 770.7
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1800,
              "active_jobs": 4911,
              "applications": 325,
              "candidate_demand": 181,
              "jobs_per_100_candidates": 2713.3
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1890,
              "active_jobs": 4729,
              "applications": 213,
              "candidate_demand": 389,
              "jobs_per_100_candidates": 1215.7
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1428,
              "active_jobs": 4611,
              "applications": 297,
              "candidate_demand": 2381,
              "jobs_per_100_candidates": 193.7
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1118,
              "active_jobs": 3259,
              "applications": 203,
              "candidate_demand": 169,
              "jobs_per_100_candidates": 1928.4
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1265,
              "active_jobs": 3139,
              "applications": 248,
              "candidate_demand": 824,
              "jobs_per_100_candidates": 380.9
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1022,
              "active_jobs": 2548,
              "applications": 164,
              "candidate_demand": 2216,
              "jobs_per_100_candidates": 115.0
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 1055,
              "active_jobs": 2420,
              "applications": 122,
              "candidate_demand": 203,
              "jobs_per_100_candidates": 1192.1
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 846,
              "active_jobs": 2092,
              "applications": 202,
              "candidate_demand": 131,
              "jobs_per_100_candidates": 1596.9
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 548,
              "active_jobs": 1450,
              "applications": 146,
              "candidate_demand": 1817,
              "jobs_per_100_candidates": 79.8
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 390,
              "active_jobs": 1094,
              "applications": 87,
              "candidate_demand": 361,
              "jobs_per_100_candidates": 303.0
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 345,
              "active_jobs": 1006,
              "applications": 191,
              "candidate_demand": 2981,
              "jobs_per_100_candidates": 33.7
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 295,
              "active_jobs": 755,
              "applications": 113,
              "candidate_demand": 72,
              "jobs_per_100_candidates": 1048.6
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 152,
              "active_jobs": 422,
              "applications": 28,
              "candidate_demand": 106,
              "jobs_per_100_candidates": 398.1
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 9035
            },
            {
              "label": "Canada",
              "active_jobs": 1375
            },
            {
              "label": "United Kingdom",
              "active_jobs": 981
            },
            {
              "label": "India",
              "active_jobs": 546
            },
            {
              "label": "Germany",
              "active_jobs": 501
            },
            {
              "label": "Spain",
              "active_jobs": 411
            },
            {
              "label": "Poland",
              "active_jobs": 344
            },
            {
              "label": "Ireland",
              "active_jobs": 333
            },
            {
              "label": "South Africa",
              "active_jobs": 305
            },
            {
              "label": "Netherlands",
              "active_jobs": 293
            },
            {
              "label": "France",
              "active_jobs": 292
            },
            {
              "label": "Philippines",
              "active_jobs": 237
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 37.2,
              "active_jobs": 5458
            },
            {
              "label": "Mid level",
              "percent": 33.2,
              "active_jobs": 4870
            },
            {
              "label": "Lead / principal",
              "percent": 16.6,
              "active_jobs": 2431
            },
            {
              "label": "Entry level",
              "percent": 5.5,
              "active_jobs": 804
            },
            {
              "label": "Not stated",
              "percent": 5.4,
              "active_jobs": 789
            },
            {
              "label": "Executive",
              "percent": 2.2,
              "active_jobs": 316
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.9,
              "active_jobs": 571
            },
            {
              "label": "Multiple countries",
              "percent": 10.0,
              "active_jobs": 1468
            },
            {
              "label": "United States only",
              "percent": 55.0,
              "active_jobs": 8066
            },
            {
              "label": "Single-country restricted",
              "percent": 26.2,
              "active_jobs": 3843
            },
            {
              "label": "Location not structured",
              "percent": 4.9,
              "active_jobs": 720
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "Global",
              "percent": 3.1,
              "active_jobs": 455
            },
            {
              "label": "America/New_York",
              "percent": 3.1,
              "active_jobs": 453
            },
            {
              "label": "America/Chicago",
              "percent": 2.3,
              "active_jobs": 333
            },
            {
              "label": "America/Los_Angeles",
              "percent": 2.1,
              "active_jobs": 305
            },
            {
              "label": "Eastern Time",
              "percent": 1.8,
              "active_jobs": 265
            },
            {
              "label": "America/Denver",
              "percent": 1.6,
              "active_jobs": 239
            },
            {
              "label": "US timezones",
              "percent": 1.2,
              "active_jobs": 181
            },
            {
              "label": "EST",
              "percent": 1.1,
              "active_jobs": 168
            },
            {
              "label": "Europe/London",
              "percent": 1.1,
              "active_jobs": 167
            },
            {
              "label": "Pacific Time",
              "percent": 1.1,
              "active_jobs": 165
            },
            {
              "label": "Europe",
              "percent": 1.1,
              "active_jobs": 164
            },
            {
              "label": "America/Toronto",
              "percent": 0.9,
              "active_jobs": 128
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.3,
              "active_jobs": 1053
            },
            {
              "label": "$75k-$99k",
              "percent": 10.1,
              "active_jobs": 749
            },
            {
              "label": "$100k-$149k",
              "percent": 21.2,
              "active_jobs": 1567
            },
            {
              "label": "$150k-$199k",
              "percent": 24.6,
              "active_jobs": 1815
            },
            {
              "label": "$200k+",
              "percent": 29.8,
              "active_jobs": 2203
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-29, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-10-29)."
}