{
  "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": "2026-11-09",
    "revision": 2,
    "period_start": "2026-10-10",
    "period_end": "2026-11-09",
    "published_at": "2026-11-10 12:45:47.413556+00:00",
    "source_updated_at": "2026-11-09 17:02:45.142593+00:00",
    "headline": "15,967 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +32.2% from the previous window; 50.5% of active listings include salary data.",
    "sample_size": 15967,
    "revision_note": "Source data changed after initial publication.",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-11-09",
    "data": {
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            {
              "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"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 15967,
          "change": 48,
          "previous_value": 15919
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 5333,
          "change": -88,
          "previous_value": 5421
        },
        {
          "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": 158392,
          "change": -108,
          "previous_value": 158500
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1132,
          "change": 1,
          "previous_value": 1131
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4413,
              "active_jobs": 13255,
              "applications": 851,
              "candidate_demand": 1941,
              "jobs_per_100_candidates": 682.9
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4380,
              "active_jobs": 12748,
              "applications": 803,
              "candidate_demand": 2878,
              "jobs_per_100_candidates": 442.9
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4009,
              "active_jobs": 11907,
              "applications": 816,
              "candidate_demand": 819,
              "jobs_per_100_candidates": 1453.8
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 3980,
              "active_jobs": 11677,
              "applications": 698,
              "candidate_demand": 2820,
              "jobs_per_100_candidates": 414.1
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 3817,
              "active_jobs": 11332,
              "applications": 841,
              "candidate_demand": 5383,
              "jobs_per_100_candidates": 210.5
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3648,
              "active_jobs": 10591,
              "applications": 667,
              "candidate_demand": 374,
              "jobs_per_100_candidates": 2831.8
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3433,
              "active_jobs": 10003,
              "applications": 606,
              "candidate_demand": 3905,
              "jobs_per_100_candidates": 256.2
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3283,
              "active_jobs": 9828,
              "applications": 531,
              "candidate_demand": 411,
              "jobs_per_100_candidates": 2391.2
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 2588,
              "active_jobs": 9452,
              "applications": 561,
              "candidate_demand": 397,
              "jobs_per_100_candidates": 2380.9
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 2763,
              "active_jobs": 8250,
              "applications": 464,
              "candidate_demand": 870,
              "jobs_per_100_candidates": 948.3
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2396,
              "active_jobs": 7270,
              "applications": 385,
              "candidate_demand": 717,
              "jobs_per_100_candidates": 1013.9
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2467,
              "active_jobs": 7078,
              "applications": 283,
              "candidate_demand": 1825,
              "jobs_per_100_candidates": 387.8
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2333,
              "active_jobs": 6829,
              "applications": 372,
              "candidate_demand": 2710,
              "jobs_per_100_candidates": 252.0
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2284,
              "active_jobs": 6689,
              "applications": 341,
              "candidate_demand": 827,
              "jobs_per_100_candidates": 808.8
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1647,
              "active_jobs": 5228,
              "applications": 364,
              "candidate_demand": 196,
              "jobs_per_100_candidates": 2667.3
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1803,
              "active_jobs": 5161,
              "applications": 255,
              "candidate_demand": 398,
              "jobs_per_100_candidates": 1296.7
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1342,
              "active_jobs": 4823,
              "applications": 300,
              "candidate_demand": 2421,
              "jobs_per_100_candidates": 199.2
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1426,
              "active_jobs": 3922,
              "applications": 268,
              "candidate_demand": 892,
              "jobs_per_100_candidates": 439.7
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 958,
              "active_jobs": 3413,
              "applications": 232,
              "candidate_demand": 199,
              "jobs_per_100_candidates": 1715.1
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1037,
              "active_jobs": 2839,
              "applications": 203,
              "candidate_demand": 2241,
              "jobs_per_100_candidates": 126.7
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 1041,
              "active_jobs": 2626,
              "applications": 169,
              "candidate_demand": 213,
              "jobs_per_100_candidates": 1232.9
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 801,
              "active_jobs": 2246,
              "applications": 227,
              "candidate_demand": 152,
              "jobs_per_100_candidates": 1477.6
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 554,
              "active_jobs": 1577,
              "applications": 130,
              "candidate_demand": 1836,
              "jobs_per_100_candidates": 85.9
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 341,
              "active_jobs": 1195,
              "applications": 85,
              "candidate_demand": 368,
              "jobs_per_100_candidates": 324.7
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 330,
              "active_jobs": 1055,
              "applications": 257,
              "candidate_demand": 3038,
              "jobs_per_100_candidates": 34.7
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 282,
              "active_jobs": 802,
              "applications": 127,
              "candidate_demand": 80,
              "jobs_per_100_candidates": 1002.5
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 131,
              "active_jobs": 436,
              "applications": 31,
              "candidate_demand": 124,
              "jobs_per_100_candidates": 351.6
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 9683
            },
            {
              "label": "Canada",
              "active_jobs": 1518
            },
            {
              "label": "United Kingdom",
              "active_jobs": 1079
            },
            {
              "label": "India",
              "active_jobs": 596
            },
            {
              "label": "Germany",
              "active_jobs": 534
            },
            {
              "label": "Spain",
              "active_jobs": 444
            },
            {
              "label": "Poland",
              "active_jobs": 375
            },
            {
              "label": "Ireland",
              "active_jobs": 362
            },
            {
              "label": "South Africa",
              "active_jobs": 328
            },
            {
              "label": "Netherlands",
              "active_jobs": 320
            },
            {
              "label": "France",
              "active_jobs": 310
            },
            {
              "label": "Philippines",
              "active_jobs": 263
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 36.8,
              "active_jobs": 5875
            },
            {
              "label": "Mid level",
              "percent": 34.2,
              "active_jobs": 5467
            },
            {
              "label": "Lead / principal",
              "percent": 16.9,
              "active_jobs": 2696
            },
            {
              "label": "Entry level",
              "percent": 5.3,
              "active_jobs": 852
            },
            {
              "label": "Not stated",
              "percent": 4.6,
              "active_jobs": 729
            },
            {
              "label": "Executive",
              "percent": 2.2,
              "active_jobs": 348
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 4.7,
              "active_jobs": 745
            },
            {
              "label": "Multiple countries",
              "percent": 9.9,
              "active_jobs": 1576
            },
            {
              "label": "United States only",
              "percent": 53.9,
              "active_jobs": 8602
            },
            {
              "label": "Single-country restricted",
              "percent": 26.4,
              "active_jobs": 4222
            },
            {
              "label": "Location not structured",
              "percent": 5.1,
              "active_jobs": 822
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "Global",
              "percent": 3.3,
              "active_jobs": 529
            },
            {
              "label": "America/New_York",
              "percent": 2.7,
              "active_jobs": 436
            },
            {
              "label": "America/Chicago",
              "percent": 2.0,
              "active_jobs": 318
            },
            {
              "label": "America/Los_Angeles",
              "percent": 1.8,
              "active_jobs": 291
            },
            {
              "label": "Eastern Time",
              "percent": 1.7,
              "active_jobs": 279
            },
            {
              "label": "America/Denver",
              "percent": 1.4,
              "active_jobs": 225
            },
            {
              "label": "EST",
              "percent": 1.1,
              "active_jobs": 174
            },
            {
              "label": "US timezones",
              "percent": 1.1,
              "active_jobs": 170
            },
            {
              "label": "Europe",
              "percent": 1.1,
              "active_jobs": 168
            },
            {
              "label": "Europe/London",
              "percent": 1.0,
              "active_jobs": 167
            },
            {
              "label": "Pacific Time",
              "percent": 1.0,
              "active_jobs": 165
            },
            {
              "label": "PST",
              "percent": 0.8,
              "active_jobs": 129
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 13.6,
              "active_jobs": 1094
            },
            {
              "label": "$75k-$99k",
              "percent": 10.1,
              "active_jobs": 814
            },
            {
              "label": "$100k-$149k",
              "percent": 21.0,
              "active_jobs": 1690
            },
            {
              "label": "$150k-$199k",
              "percent": 25.2,
              "active_jobs": 2033
            },
            {
              "label": "$200k+",
              "percent": 30.1,
              "active_jobs": 2425
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-11-09, revision 2 (https://wfh.team/research/datasets/remote-job-market/2026-11-09)."
}