{
  "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": "2026-11-11",
    "revision": 1,
    "period_start": "2026-10-12",
    "period_end": "2026-11-11",
    "published_at": "2026-11-11 12:45:45.708478+00:00",
    "source_updated_at": "2026-11-11 12:33:17.129774+00:00",
    "headline": "16,399 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +53.8% from the previous window; 50.7% of active listings include salary data.",
    "sample_size": 16399,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-11-11",
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              "period": "2026-09-28"
            },
            {
              "value": 156000,
              "period": "2026-09-29"
            },
            {
              "value": 156088,
              "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": 159120,
              "period": "2026-11-10"
            },
            {
              "value": 159210,
              "period": "2026-11-11"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 16399,
          "change": 222,
          "previous_value": 16177
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 5788,
          "change": 184,
          "previous_value": 5604
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 50.7,
          "change": 0.2,
          "previous_value": 50.5
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 159210,
          "change": 90,
          "previous_value": 159120
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1141,
          "change": 2,
          "previous_value": 1139
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4773,
              "active_jobs": 13595,
              "applications": 904,
              "candidate_demand": 1946,
              "jobs_per_100_candidates": 698.6
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4769,
              "active_jobs": 13102,
              "applications": 841,
              "candidate_demand": 2892,
              "jobs_per_100_candidates": 453.0
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4365,
              "active_jobs": 12274,
              "applications": 859,
              "candidate_demand": 828,
              "jobs_per_100_candidates": 1482.4
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4311,
              "active_jobs": 12003,
              "applications": 720,
              "candidate_demand": 2836,
              "jobs_per_100_candidates": 423.2
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4116,
              "active_jobs": 11638,
              "applications": 891,
              "candidate_demand": 5407,
              "jobs_per_100_candidates": 215.2
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3936,
              "active_jobs": 10849,
              "applications": 699,
              "candidate_demand": 378,
              "jobs_per_100_candidates": 2870.1
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3703,
              "active_jobs": 10265,
              "applications": 643,
              "candidate_demand": 3909,
              "jobs_per_100_candidates": 262.6
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3556,
              "active_jobs": 10087,
              "applications": 555,
              "candidate_demand": 416,
              "jobs_per_100_candidates": 2424.8
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 2871,
              "active_jobs": 9753,
              "applications": 586,
              "candidate_demand": 402,
              "jobs_per_100_candidates": 2426.1
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 2977,
              "active_jobs": 8453,
              "applications": 502,
              "candidate_demand": 873,
              "jobs_per_100_candidates": 968.3
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2624,
              "active_jobs": 7495,
              "applications": 400,
              "candidate_demand": 719,
              "jobs_per_100_candidates": 1042.4
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2687,
              "active_jobs": 7280,
              "applications": 298,
              "candidate_demand": 1833,
              "jobs_per_100_candidates": 397.2
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2532,
              "active_jobs": 7021,
              "applications": 396,
              "candidate_demand": 2713,
              "jobs_per_100_candidates": 258.8
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2485,
              "active_jobs": 6887,
              "applications": 348,
              "candidate_demand": 831,
              "jobs_per_100_candidates": 828.8
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 2146,
              "active_jobs": 5969,
              "applications": 299,
              "candidate_demand": 450,
              "jobs_per_100_candidates": 1326.4
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 1778,
              "active_jobs": 5359,
              "applications": 385,
              "candidate_demand": 199,
              "jobs_per_100_candidates": 2693.0
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 1461,
              "active_jobs": 4932,
              "applications": 315,
              "candidate_demand": 2433,
              "jobs_per_100_candidates": 202.7
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1535,
              "active_jobs": 4043,
              "applications": 284,
              "candidate_demand": 902,
              "jobs_per_100_candidates": 448.2
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1036,
              "active_jobs": 3490,
              "applications": 247,
              "candidate_demand": 201,
              "jobs_per_100_candidates": 1736.3
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1099,
              "active_jobs": 2907,
              "applications": 222,
              "candidate_demand": 2243,
              "jobs_per_100_candidates": 129.6
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 1103,
              "active_jobs": 2705,
              "applications": 172,
              "candidate_demand": 217,
              "jobs_per_100_candidates": 1246.5
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 871,
              "active_jobs": 2285,
              "applications": 238,
              "candidate_demand": 156,
              "jobs_per_100_candidates": 1464.7
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 597,
              "active_jobs": 1613,
              "applications": 136,
              "candidate_demand": 1842,
              "jobs_per_100_candidates": 87.6
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 362,
              "active_jobs": 1219,
              "applications": 90,
              "candidate_demand": 372,
              "jobs_per_100_candidates": 327.7
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 350,
              "active_jobs": 1079,
              "applications": 266,
              "candidate_demand": 3050,
              "jobs_per_100_candidates": 35.4
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 301,
              "active_jobs": 817,
              "applications": 132,
              "candidate_demand": 82,
              "jobs_per_100_candidates": 996.3
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 141,
              "active_jobs": 447,
              "applications": 33,
              "candidate_demand": 127,
              "jobs_per_100_candidates": 352.0
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 9926
            },
            {
              "label": "Canada",
              "active_jobs": 1580
            },
            {
              "label": "United Kingdom",
              "active_jobs": 1115
            },
            {
              "label": "India",
              "active_jobs": 609
            },
            {
              "label": "Germany",
              "active_jobs": 557
            },
            {
              "label": "Spain",
              "active_jobs": 462
            },
            {
              "label": "Poland",
              "active_jobs": 388
            },
            {
              "label": "Ireland",
              "active_jobs": 375
            },
            {
              "label": "Netherlands",
              "active_jobs": 339
            },
            {
              "label": "South Africa",
              "active_jobs": 336
            },
            {
              "label": "France",
              "active_jobs": 326
            },
            {
              "label": "Portugal",
              "active_jobs": 277
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 36.7,
              "active_jobs": 6015
            },
            {
              "label": "Mid level",
              "percent": 34.5,
              "active_jobs": 5662
            },
            {
              "label": "Lead / principal",
              "percent": 16.9,
              "active_jobs": 2766
            },
            {
              "label": "Entry level",
              "percent": 5.3,
              "active_jobs": 868
            },
            {
              "label": "Not stated",
              "percent": 4.4,
              "active_jobs": 729
            },
            {
              "label": "Executive",
              "percent": 2.2,
              "active_jobs": 359
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 4.8,
              "active_jobs": 787
            },
            {
              "label": "Multiple countries",
              "percent": 10.0,
              "active_jobs": 1643
            },
            {
              "label": "United States only",
              "percent": 53.6,
              "active_jobs": 8797
            },
            {
              "label": "Single-country restricted",
              "percent": 26.4,
              "active_jobs": 4322
            },
            {
              "label": "Location not structured",
              "percent": 5.2,
              "active_jobs": 850
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "Global",
              "percent": 3.4,
              "active_jobs": 550
            },
            {
              "label": "America/New_York",
              "percent": 2.7,
              "active_jobs": 435
            },
            {
              "label": "America/Chicago",
              "percent": 1.9,
              "active_jobs": 315
            },
            {
              "label": "America/Los_Angeles",
              "percent": 1.8,
              "active_jobs": 288
            },
            {
              "label": "Eastern Time",
              "percent": 1.7,
              "active_jobs": 281
            },
            {
              "label": "America/Denver",
              "percent": 1.3,
              "active_jobs": 220
            },
            {
              "label": "Europe",
              "percent": 1.1,
              "active_jobs": 176
            },
            {
              "label": "EST",
              "percent": 1.1,
              "active_jobs": 176
            },
            {
              "label": "Pacific Time",
              "percent": 1.0,
              "active_jobs": 171
            },
            {
              "label": "US timezones",
              "percent": 1.0,
              "active_jobs": 169
            },
            {
              "label": "Europe/London",
              "percent": 1.0,
              "active_jobs": 162
            },
            {
              "label": "PST",
              "percent": 0.8,
              "active_jobs": 132
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 13.9,
              "active_jobs": 1155
            },
            {
              "label": "$75k-$99k",
              "percent": 10.0,
              "active_jobs": 830
            },
            {
              "label": "$100k-$149k",
              "percent": 20.7,
              "active_jobs": 1723
            },
            {
              "label": "$150k-$199k",
              "percent": 25.1,
              "active_jobs": 2089
            },
            {
              "label": "$200k+",
              "percent": 30.3,
              "active_jobs": 2522
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-11-11, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-11-11)."
}