{
  "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": "2026-10-06",
    "revision": 2,
    "period_start": "2026-09-06",
    "period_end": "2026-10-06",
    "published_at": "2026-10-07 12:45:44.952303+00:00",
    "source_updated_at": "2026-10-06 16:01:56.175822+00:00",
    "headline": "11,287 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +46.5% from the previous window; 52.8% of active listings include salary data.",
    "sample_size": 11287,
    "revision_note": "Source data changed after initial publication.",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-10-06",
    "data": {
      "series": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "points": [
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              "period": "2026-08-10"
            },
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              "period": "2026-08-11"
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              "period": "2026-08-12"
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              "period": "2026-08-13"
            },
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              "period": "2026-08-20"
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              "period": "2026-08-21"
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              "value": 11839,
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            {
              "value": 12007,
              "period": "2026-09-18"
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            {
              "value": 12160,
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            {
              "value": 8825,
              "period": "2026-09-20"
            },
            {
              "value": 9115,
              "period": "2026-09-21"
            },
            {
              "value": 9339,
              "period": "2026-09-22"
            },
            {
              "value": 9563,
              "period": "2026-09-23"
            },
            {
              "value": 9897,
              "period": "2026-09-24"
            },
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              "value": 10269,
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            },
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              "value": 10305,
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            },
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              "value": 9972,
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            }
          ]
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
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              "value": 48.5,
              "period": "2026-08-10"
            },
            {
              "value": 45.9,
              "period": "2026-08-11"
            },
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            },
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            },
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            },
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            },
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            },
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            },
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            },
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            },
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              "value": 53.3,
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            },
            {
              "value": 52.8,
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            },
            {
              "value": 53.4,
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            },
            {
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              "value": 52.7,
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            },
            {
              "value": 52.6,
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            },
            {
              "value": 52.6,
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            },
            {
              "value": 52.7,
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            },
            {
              "value": 52.6,
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            {
              "value": 52.6,
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            {
              "value": 51.5,
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            {
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            {
              "value": 50.7,
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            {
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            {
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            {
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            {
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            {
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            {
              "value": 49.9,
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            {
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              "value": 52.8,
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            }
          ]
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "points": [
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              "value": 145500,
              "period": "2026-08-11"
            },
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              "value": 153350,
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              "value": 152185,
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              "value": 152000,
              "period": "2026-09-07"
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              "value": 158135,
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              "value": 158000,
              "period": "2026-09-09"
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              "value": 157500,
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          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 11287,
          "change": 555,
          "previous_value": 10732
        },
        {
          "key": "new_jobs",
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          "label": "New remote jobs",
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          "previous_value": 6181
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
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          "change": 0.2,
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        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
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        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
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          "change": 8,
          "previous_value": 1052
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 5587,
              "active_jobs": 9602,
              "applications": 519,
              "candidate_demand": 1815,
              "jobs_per_100_candidates": 529.0
            },
            {
              "key": "software",
              "label": "Software",
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              "active_jobs": 8936,
              "applications": 504,
              "candidate_demand": 2737,
              "jobs_per_100_candidates": 326.5
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4991,
              "active_jobs": 8503,
              "applications": 442,
              "candidate_demand": 2551,
              "jobs_per_100_candidates": 333.3
            },
            {
              "key": "support",
              "label": "Customer support",
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              "active_jobs": 8403,
              "applications": 528,
              "candidate_demand": 5046,
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            },
            {
              "key": "operations",
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              "active_jobs": 8400,
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            },
            {
              "key": "marketing",
              "label": "Marketing",
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              "applications": 372,
              "candidate_demand": 3799,
              "jobs_per_100_candidates": 199.2
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 4260,
              "active_jobs": 7331,
              "applications": 385,
              "candidate_demand": 271,
              "jobs_per_100_candidates": 2705.2
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3804,
              "active_jobs": 7290,
              "applications": 417,
              "candidate_demand": 270,
              "jobs_per_100_candidates": 2700.0
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 4061,
              "active_jobs": 7070,
              "applications": 324,
              "candidate_demand": 320,
              "jobs_per_100_candidates": 2209.4
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3257,
              "active_jobs": 5740,
              "applications": 288,
              "candidate_demand": 820,
              "jobs_per_100_candidates": 700.0
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 3324,
              "active_jobs": 5302,
              "applications": 238,
              "candidate_demand": 701,
              "jobs_per_100_candidates": 756.3
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 3014,
              "active_jobs": 5143,
              "applications": 253,
              "candidate_demand": 745,
              "jobs_per_100_candidates": 690.3
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2519,
              "active_jobs": 5055,
              "applications": 239,
              "candidate_demand": 2272,
              "jobs_per_100_candidates": 222.5
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2899,
              "active_jobs": 4960,
              "applications": 189,
              "candidate_demand": 1730,
              "jobs_per_100_candidates": 286.7
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2595,
              "active_jobs": 4566,
              "applications": 183,
              "candidate_demand": 2651,
              "jobs_per_100_candidates": 172.2
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2114,
              "active_jobs": 3895,
              "applications": 222,
              "candidate_demand": 145,
              "jobs_per_100_candidates": 2686.2
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 2182,
              "active_jobs": 3637,
              "applications": 153,
              "candidate_demand": 366,
              "jobs_per_100_candidates": 993.7
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1493,
              "active_jobs": 2685,
              "applications": 170,
              "candidate_demand": 101,
              "jobs_per_100_candidates": 2658.4
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1274,
              "active_jobs": 2185,
              "applications": 140,
              "candidate_demand": 752,
              "jobs_per_100_candidates": 290.6
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1107,
              "active_jobs": 1810,
              "applications": 116,
              "candidate_demand": 2161,
              "jobs_per_100_candidates": 83.8
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 1000,
              "active_jobs": 1632,
              "applications": 84,
              "candidate_demand": 169,
              "jobs_per_100_candidates": 965.7
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 881,
              "active_jobs": 1572,
              "applications": 146,
              "candidate_demand": 96,
              "jobs_per_100_candidates": 1637.5
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 606,
              "active_jobs": 1113,
              "applications": 89,
              "candidate_demand": 1746,
              "jobs_per_100_candidates": 63.7
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 562,
              "active_jobs": 875,
              "applications": 151,
              "candidate_demand": 2849,
              "jobs_per_100_candidates": 30.7
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 435,
              "active_jobs": 819,
              "applications": 47,
              "candidate_demand": 342,
              "jobs_per_100_candidates": 239.5
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 270,
              "active_jobs": 603,
              "applications": 99,
              "candidate_demand": 52,
              "jobs_per_100_candidates": 1159.6
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 188,
              "active_jobs": 347,
              "applications": 37,
              "candidate_demand": 69,
              "jobs_per_100_candidates": 502.9
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 6990
            },
            {
              "label": "Canada",
              "active_jobs": 970
            },
            {
              "label": "United Kingdom",
              "active_jobs": 705
            },
            {
              "label": "Germany",
              "active_jobs": 355
            },
            {
              "label": "India",
              "active_jobs": 292
            },
            {
              "label": "Spain",
              "active_jobs": 264
            },
            {
              "label": "Ireland",
              "active_jobs": 221
            },
            {
              "label": "Poland",
              "active_jobs": 206
            },
            {
              "label": "Mexico",
              "active_jobs": 184
            },
            {
              "label": "Philippines",
              "active_jobs": 183
            },
            {
              "label": "France",
              "active_jobs": 173
            },
            {
              "label": "Netherlands",
              "active_jobs": 166
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 37.8,
              "active_jobs": 4266
            },
            {
              "label": "Mid level",
              "percent": 23.9,
              "active_jobs": 2693
            },
            {
              "label": "Not stated",
              "percent": 16.0,
              "active_jobs": 1810
            },
            {
              "label": "Lead / principal",
              "percent": 14.3,
              "active_jobs": 1614
            },
            {
              "label": "Entry level",
              "percent": 4.3,
              "active_jobs": 481
            },
            {
              "label": "Executive",
              "percent": 3.7,
              "active_jobs": 423
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.1,
              "active_jobs": 354
            },
            {
              "label": "Multiple countries",
              "percent": 8.6,
              "active_jobs": 976
            },
            {
              "label": "United States only",
              "percent": 56.2,
              "active_jobs": 6338
            },
            {
              "label": "Single-country restricted",
              "percent": 24.2,
              "active_jobs": 2727
            },
            {
              "label": "Location not structured",
              "percent": 7.9,
              "active_jobs": 892
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 4.6,
              "active_jobs": 522
            },
            {
              "label": "America/Chicago",
              "percent": 3.5,
              "active_jobs": 390
            },
            {
              "label": "America/Los_Angeles",
              "percent": 3.2,
              "active_jobs": 360
            },
            {
              "label": "America/Denver",
              "percent": 2.6,
              "active_jobs": 288
            },
            {
              "label": "Global",
              "percent": 2.3,
              "active_jobs": 262
            },
            {
              "label": "US timezones",
              "percent": 1.9,
              "active_jobs": 209
            },
            {
              "label": "EST",
              "percent": 1.5,
              "active_jobs": 174
            },
            {
              "label": "Europe/London",
              "percent": 1.5,
              "active_jobs": 166
            },
            {
              "label": "America/Toronto",
              "percent": 1.4,
              "active_jobs": 153
            },
            {
              "label": "PST",
              "percent": 1.1,
              "active_jobs": 125
            },
            {
              "label": "Eastern Time",
              "percent": 1.1,
              "active_jobs": 124
            },
            {
              "label": "US/Eastern",
              "percent": 1.1,
              "active_jobs": 119
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 13.5,
              "active_jobs": 806
            },
            {
              "label": "$75k-$99k",
              "percent": 9.7,
              "active_jobs": 581
            },
            {
              "label": "$100k-$149k",
              "percent": 21.6,
              "active_jobs": 1288
            },
            {
              "label": "$150k-$199k",
              "percent": 24.0,
              "active_jobs": 1431
            },
            {
              "label": "$200k+",
              "percent": 31.2,
              "active_jobs": 1858
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-10-06, revision 2 (https://wfh.team/research/datasets/remote-job-market/2026-10-06)."
}