{
  "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": "2026-11-10",
    "revision": 1,
    "period_start": "2026-10-11",
    "period_end": "2026-11-10",
    "published_at": "2026-11-10 12:45:47.428459+00:00",
    "source_updated_at": "2026-11-10 12:33:32.840558+00:00",
    "headline": "16,153 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +42.7% from the previous window; 50.5% of active listings include salary data.",
    "sample_size": 16153,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-11-10",
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              "period": "2026-09-30"
            },
            {
              "value": 156025,
              "period": "2026-10-01"
            },
            {
              "value": 157500,
              "period": "2026-10-02"
            },
            {
              "value": 157250,
              "period": "2026-10-03"
            },
            {
              "value": 157500,
              "period": "2026-10-04"
            },
            {
              "value": 157500,
              "period": "2026-10-05"
            },
            {
              "value": 159950,
              "period": "2026-10-06"
            },
            {
              "value": 157900,
              "period": "2026-10-07"
            },
            {
              "value": 157500,
              "period": "2026-10-08"
            },
            {
              "value": 157500,
              "period": "2026-10-09"
            },
            {
              "value": 157500,
              "period": "2026-10-10"
            },
            {
              "value": 157500,
              "period": "2026-10-11"
            },
            {
              "value": 157500,
              "period": "2026-10-12"
            },
            {
              "value": 157500,
              "period": "2026-10-13"
            },
            {
              "value": 158950,
              "period": "2026-10-14"
            },
            {
              "value": 159500,
              "period": "2026-10-15"
            },
            {
              "value": 158868,
              "period": "2026-10-16"
            },
            {
              "value": 159500,
              "period": "2026-10-17"
            },
            {
              "value": 159500,
              "period": "2026-10-18"
            },
            {
              "value": 159950,
              "period": "2026-10-19"
            },
            {
              "value": 158317,
              "period": "2026-10-20"
            },
            {
              "value": 158000,
              "period": "2026-10-21"
            },
            {
              "value": 158000,
              "period": "2026-10-22"
            },
            {
              "value": 157500,
              "period": "2026-10-23"
            },
            {
              "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"
            },
            {
              "value": 157500,
              "period": "2026-10-30"
            },
            {
              "value": 157500,
              "period": "2026-10-31"
            },
            {
              "value": 157500,
              "period": "2026-11-01"
            },
            {
              "value": 157500,
              "period": "2026-11-02"
            },
            {
              "value": 158317,
              "period": "2026-11-03"
            },
            {
              "value": 158500,
              "period": "2026-11-04"
            },
            {
              "value": 158275,
              "period": "2026-11-05"
            },
            {
              "value": 158300,
              "period": "2026-11-06"
            },
            {
              "value": 158662,
              "period": "2026-11-07"
            },
            {
              "value": 158500,
              "period": "2026-11-08"
            },
            {
              "value": 158392,
              "period": "2026-11-09"
            },
            {
              "value": 158606,
              "period": "2026-11-10"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 16153,
          "change": 186,
          "previous_value": 15967
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 5572,
          "change": 239,
          "previous_value": 5333
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 50.5,
          "change": 0.0,
          "previous_value": 50.5
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 158606,
          "change": 214,
          "previous_value": 158392
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1138,
          "change": 6,
          "previous_value": 1132
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4613,
              "active_jobs": 13406,
              "applications": 874,
              "candidate_demand": 1943,
              "jobs_per_100_candidates": 690.0
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4580,
              "active_jobs": 12903,
              "applications": 813,
              "candidate_demand": 2883,
              "jobs_per_100_candidates": 447.6
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4192,
              "active_jobs": 12075,
              "applications": 834,
              "candidate_demand": 823,
              "jobs_per_100_candidates": 1467.2
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4160,
              "active_jobs": 11841,
              "applications": 706,
              "candidate_demand": 2826,
              "jobs_per_100_candidates": 419.0
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 3962,
              "active_jobs": 11457,
              "applications": 863,
              "candidate_demand": 5394,
              "jobs_per_100_candidates": 212.4
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3791,
              "active_jobs": 10687,
              "applications": 678,
              "candidate_demand": 376,
              "jobs_per_100_candidates": 2842.3
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3581,
              "active_jobs": 10128,
              "applications": 623,
              "candidate_demand": 3908,
              "jobs_per_100_candidates": 259.2
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3413,
              "active_jobs": 9923,
              "applications": 543,
              "candidate_demand": 414,
              "jobs_per_100_candidates": 2396.9
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 2722,
              "active_jobs": 9581,
              "applications": 578,
              "candidate_demand": 399,
              "jobs_per_100_candidates": 2401.3
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 2871,
              "active_jobs": 8326,
              "applications": 475,
              "candidate_demand": 873,
              "jobs_per_100_candidates": 953.7
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2519,
              "active_jobs": 7374,
              "applications": 393,
              "candidate_demand": 718,
              "jobs_per_100_candidates": 1027.0
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2574,
              "active_jobs": 7139,
              "applications": 289,
              "candidate_demand": 1828,
              "jobs_per_100_candidates": 390.5
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2419,
              "active_jobs": 6894,
              "applications": 377,
              "candidate_demand": 2713,
              "jobs_per_100_candidates": 254.1
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2397,
              "active_jobs": 6779,
              "applications": 341,
              "candidate_demand": 829,
              "jobs_per_100_candidates": 817.7
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 2062,
              "active_jobs": 5861,
              "applications": 287,
              "candidate_demand": 450,
              "jobs_per_100_candidates": 1302.4
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1703,
              "active_jobs": 5283,
              "applications": 376,
              "candidate_demand": 198,
              "jobs_per_100_candidates": 2668.2
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1410,
              "active_jobs": 4875,
              "applications": 307,
              "candidate_demand": 2426,
              "jobs_per_100_candidates": 200.9
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1478,
              "active_jobs": 3974,
              "applications": 272,
              "candidate_demand": 898,
              "jobs_per_100_candidates": 442.5
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 994,
              "active_jobs": 3449,
              "applications": 241,
              "candidate_demand": 201,
              "jobs_per_100_candidates": 1715.9
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1082,
              "active_jobs": 2879,
              "applications": 214,
              "candidate_demand": 2243,
              "jobs_per_100_candidates": 128.4
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 1077,
              "active_jobs": 2659,
              "applications": 171,
              "candidate_demand": 216,
              "jobs_per_100_candidates": 1231.0
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 821,
              "active_jobs": 2240,
              "applications": 234,
              "candidate_demand": 155,
              "jobs_per_100_candidates": 1445.2
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 573,
              "active_jobs": 1592,
              "applications": 130,
              "candidate_demand": 1838,
              "jobs_per_100_candidates": 86.6
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 357,
              "active_jobs": 1211,
              "applications": 86,
              "candidate_demand": 369,
              "jobs_per_100_candidates": 328.2
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 340,
              "active_jobs": 1065,
              "applications": 261,
              "candidate_demand": 3042,
              "jobs_per_100_candidates": 35.0
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 286,
              "active_jobs": 805,
              "applications": 132,
              "candidate_demand": 80,
              "jobs_per_100_candidates": 1006.2
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 129,
              "active_jobs": 435,
              "applications": 33,
              "candidate_demand": 124,
              "jobs_per_100_candidates": 350.8
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 9762
            },
            {
              "label": "Canada",
              "active_jobs": 1544
            },
            {
              "label": "United Kingdom",
              "active_jobs": 1106
            },
            {
              "label": "India",
              "active_jobs": 605
            },
            {
              "label": "Germany",
              "active_jobs": 547
            },
            {
              "label": "Spain",
              "active_jobs": 456
            },
            {
              "label": "Poland",
              "active_jobs": 383
            },
            {
              "label": "Ireland",
              "active_jobs": 371
            },
            {
              "label": "Netherlands",
              "active_jobs": 335
            },
            {
              "label": "South Africa",
              "active_jobs": 333
            },
            {
              "label": "France",
              "active_jobs": 321
            },
            {
              "label": "Portugal",
              "active_jobs": 272
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 36.7,
              "active_jobs": 5935
            },
            {
              "label": "Mid level",
              "percent": 34.4,
              "active_jobs": 5550
            },
            {
              "label": "Lead / principal",
              "percent": 16.9,
              "active_jobs": 2725
            },
            {
              "label": "Entry level",
              "percent": 5.3,
              "active_jobs": 864
            },
            {
              "label": "Not stated",
              "percent": 4.5,
              "active_jobs": 729
            },
            {
              "label": "Executive",
              "percent": 2.2,
              "active_jobs": 350
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 4.8,
              "active_jobs": 775
            },
            {
              "label": "Multiple countries",
              "percent": 10.0,
              "active_jobs": 1609
            },
            {
              "label": "United States only",
              "percent": 53.6,
              "active_jobs": 8662
            },
            {
              "label": "Single-country restricted",
              "percent": 26.4,
              "active_jobs": 4267
            },
            {
              "label": "Location not structured",
              "percent": 5.2,
              "active_jobs": 840
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "Global",
              "percent": 3.4,
              "active_jobs": 543
            },
            {
              "label": "America/New_York",
              "percent": 2.7,
              "active_jobs": 436
            },
            {
              "label": "America/Chicago",
              "percent": 2.0,
              "active_jobs": 316
            },
            {
              "label": "America/Los_Angeles",
              "percent": 1.8,
              "active_jobs": 289
            },
            {
              "label": "Eastern Time",
              "percent": 1.7,
              "active_jobs": 277
            },
            {
              "label": "America/Denver",
              "percent": 1.4,
              "active_jobs": 221
            },
            {
              "label": "EST",
              "percent": 1.1,
              "active_jobs": 174
            },
            {
              "label": "Europe",
              "percent": 1.1,
              "active_jobs": 173
            },
            {
              "label": "US timezones",
              "percent": 1.1,
              "active_jobs": 170
            },
            {
              "label": "Pacific Time",
              "percent": 1.0,
              "active_jobs": 166
            },
            {
              "label": "Europe/London",
              "percent": 1.0,
              "active_jobs": 161
            },
            {
              "label": "PST",
              "percent": 0.8,
              "active_jobs": 131
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 13.6,
              "active_jobs": 1110
            },
            {
              "label": "$75k-$99k",
              "percent": 10.1,
              "active_jobs": 826
            },
            {
              "label": "$100k-$149k",
              "percent": 20.9,
              "active_jobs": 1702
            },
            {
              "label": "$150k-$199k",
              "percent": 25.2,
              "active_jobs": 2059
            },
            {
              "label": "$200k+",
              "percent": 30.1,
              "active_jobs": 2459
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-11-10, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-11-10)."
}