{
  "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": "2026-11-06",
    "revision": 1,
    "period_start": "2026-10-07",
    "period_end": "2026-11-06",
    "published_at": "2026-11-06 12:45:45.048193+00:00",
    "source_updated_at": "2026-11-06 12:33:11.090498+00:00",
    "headline": "15,838 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed -9.0% from the previous window; 50.5% of active listings include salary data.",
    "sample_size": 15838,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-11-06",
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            {
              "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"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 15838,
          "change": 247,
          "previous_value": 15591
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 5533,
          "change": 77,
          "previous_value": 5456
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 50.5,
          "change": -0.1,
          "previous_value": 50.6
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 158300,
          "change": 25,
          "previous_value": 158275
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1139,
          "change": 6,
          "previous_value": 1133
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4578,
              "active_jobs": 13151,
              "applications": 882,
              "candidate_demand": 1931,
              "jobs_per_100_candidates": 681.0
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4519,
              "active_jobs": 12625,
              "applications": 823,
              "candidate_demand": 2875,
              "jobs_per_100_candidates": 439.1
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4145,
              "active_jobs": 11823,
              "applications": 835,
              "candidate_demand": 808,
              "jobs_per_100_candidates": 1463.2
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4133,
              "active_jobs": 11556,
              "applications": 711,
              "candidate_demand": 2804,
              "jobs_per_100_candidates": 412.1
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 3914,
              "active_jobs": 11228,
              "applications": 843,
              "candidate_demand": 5360,
              "jobs_per_100_candidates": 209.5
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3748,
              "active_jobs": 10502,
              "applications": 666,
              "candidate_demand": 366,
              "jobs_per_100_candidates": 2869.4
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3557,
              "active_jobs": 9909,
              "applications": 619,
              "candidate_demand": 3899,
              "jobs_per_100_candidates": 254.1
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3404,
              "active_jobs": 9757,
              "applications": 543,
              "candidate_demand": 407,
              "jobs_per_100_candidates": 2397.3
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 2767,
              "active_jobs": 9438,
              "applications": 575,
              "candidate_demand": 387,
              "jobs_per_100_candidates": 2438.8
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 2871,
              "active_jobs": 8192,
              "applications": 477,
              "candidate_demand": 868,
              "jobs_per_100_candidates": 943.8
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2494,
              "active_jobs": 7235,
              "applications": 390,
              "candidate_demand": 716,
              "jobs_per_100_candidates": 1010.5
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2532,
              "active_jobs": 7046,
              "applications": 291,
              "candidate_demand": 1817,
              "jobs_per_100_candidates": 387.8
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2430,
              "active_jobs": 6755,
              "applications": 378,
              "candidate_demand": 2710,
              "jobs_per_100_candidates": 249.3
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2342,
              "active_jobs": 6637,
              "applications": 344,
              "candidate_demand": 825,
              "jobs_per_100_candidates": 804.5
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1723,
              "active_jobs": 5203,
              "applications": 375,
              "candidate_demand": 192,
              "jobs_per_100_candidates": 2709.9
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1884,
              "active_jobs": 5139,
              "applications": 251,
              "candidate_demand": 397,
              "jobs_per_100_candidates": 1294.5
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1383,
              "active_jobs": 4790,
              "applications": 313,
              "candidate_demand": 2416,
              "jobs_per_100_candidates": 198.3
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1489,
              "active_jobs": 3878,
              "applications": 292,
              "candidate_demand": 885,
              "jobs_per_100_candidates": 438.2
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1025,
              "active_jobs": 3414,
              "applications": 233,
              "candidate_demand": 192,
              "jobs_per_100_candidates": 1778.1
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1089,
              "active_jobs": 2804,
              "applications": 206,
              "candidate_demand": 2236,
              "jobs_per_100_candidates": 125.4
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 1067,
              "active_jobs": 2601,
              "applications": 163,
              "candidate_demand": 212,
              "jobs_per_100_candidates": 1226.9
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 834,
              "active_jobs": 2232,
              "applications": 231,
              "candidate_demand": 147,
              "jobs_per_100_candidates": 1518.4
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 582,
              "active_jobs": 1564,
              "applications": 142,
              "candidate_demand": 1835,
              "jobs_per_100_candidates": 85.2
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 365,
              "active_jobs": 1181,
              "applications": 90,
              "candidate_demand": 368,
              "jobs_per_100_candidates": 320.9
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 343,
              "active_jobs": 1068,
              "applications": 246,
              "candidate_demand": 3028,
              "jobs_per_100_candidates": 35.3
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 303,
              "active_jobs": 807,
              "applications": 129,
              "candidate_demand": 78,
              "jobs_per_100_candidates": 1034.6
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 145,
              "active_jobs": 434,
              "applications": 26,
              "candidate_demand": 119,
              "jobs_per_100_candidates": 364.7
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 9647
            },
            {
              "label": "Canada",
              "active_jobs": 1506
            },
            {
              "label": "United Kingdom",
              "active_jobs": 1052
            },
            {
              "label": "India",
              "active_jobs": 585
            },
            {
              "label": "Germany",
              "active_jobs": 523
            },
            {
              "label": "Spain",
              "active_jobs": 434
            },
            {
              "label": "Poland",
              "active_jobs": 370
            },
            {
              "label": "Ireland",
              "active_jobs": 353
            },
            {
              "label": "South Africa",
              "active_jobs": 324
            },
            {
              "label": "Netherlands",
              "active_jobs": 313
            },
            {
              "label": "France",
              "active_jobs": 305
            },
            {
              "label": "Philippines",
              "active_jobs": 264
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 36.9,
              "active_jobs": 5838
            },
            {
              "label": "Mid level",
              "percent": 34.2,
              "active_jobs": 5417
            },
            {
              "label": "Lead / principal",
              "percent": 16.8,
              "active_jobs": 2664
            },
            {
              "label": "Entry level",
              "percent": 5.4,
              "active_jobs": 855
            },
            {
              "label": "Not stated",
              "percent": 4.6,
              "active_jobs": 728
            },
            {
              "label": "Executive",
              "percent": 2.1,
              "active_jobs": 336
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 4.6,
              "active_jobs": 728
            },
            {
              "label": "Multiple countries",
              "percent": 9.9,
              "active_jobs": 1567
            },
            {
              "label": "United States only",
              "percent": 54.2,
              "active_jobs": 8580
            },
            {
              "label": "Single-country restricted",
              "percent": 26.2,
              "active_jobs": 4157
            },
            {
              "label": "Location not structured",
              "percent": 5.1,
              "active_jobs": 806
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "Global",
              "percent": 3.3,
              "active_jobs": 516
            },
            {
              "label": "America/New_York",
              "percent": 2.8,
              "active_jobs": 437
            },
            {
              "label": "America/Chicago",
              "percent": 2.0,
              "active_jobs": 319
            },
            {
              "label": "America/Los_Angeles",
              "percent": 1.8,
              "active_jobs": 292
            },
            {
              "label": "Eastern Time",
              "percent": 1.8,
              "active_jobs": 281
            },
            {
              "label": "America/Denver",
              "percent": 1.4,
              "active_jobs": 226
            },
            {
              "label": "EST",
              "percent": 1.1,
              "active_jobs": 176
            },
            {
              "label": "US timezones",
              "percent": 1.1,
              "active_jobs": 175
            },
            {
              "label": "Pacific Time",
              "percent": 1.1,
              "active_jobs": 170
            },
            {
              "label": "Europe",
              "percent": 1.1,
              "active_jobs": 168
            },
            {
              "label": "Europe/London",
              "percent": 1.1,
              "active_jobs": 167
            },
            {
              "label": "PST",
              "percent": 0.8,
              "active_jobs": 132
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 13.7,
              "active_jobs": 1099
            },
            {
              "label": "$75k-$99k",
              "percent": 10.0,
              "active_jobs": 799
            },
            {
              "label": "$100k-$149k",
              "percent": 21.0,
              "active_jobs": 1680
            },
            {
              "label": "$150k-$199k",
              "percent": 25.1,
              "active_jobs": 2008
            },
            {
              "label": "$200k+",
              "percent": 30.2,
              "active_jobs": 2413
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-11-06, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-11-06)."
}