{
  "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": "2026-08-30",
    "revision": 1,
    "period_start": "2026-07-31",
    "period_end": "2026-08-30",
    "published_at": "2026-08-30 12:45:51.370587+00:00",
    "source_updated_at": "2026-08-30 12:32:34.931662+00:00",
    "headline": "7,844 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +200.0% from the previous window; 52.8% of active listings include salary data.",
    "sample_size": 7844,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-08-30",
    "data": {
      "series": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "points": [
            {
              "value": 6005,
              "period": "2026-08-10"
            },
            {
              "value": 5990,
              "period": "2026-08-11"
            },
            {
              "value": 6713,
              "period": "2026-08-12"
            },
            {
              "value": 6881,
              "period": "2026-08-13"
            },
            {
              "value": 6968,
              "period": "2026-08-14"
            },
            {
              "value": 7129,
              "period": "2026-08-15"
            },
            {
              "value": 7093,
              "period": "2026-08-16"
            },
            {
              "value": 7048,
              "period": "2026-08-17"
            },
            {
              "value": 7222,
              "period": "2026-08-18"
            },
            {
              "value": 7384,
              "period": "2026-08-19"
            },
            {
              "value": 7587,
              "period": "2026-08-20"
            },
            {
              "value": 7695,
              "period": "2026-08-21"
            },
            {
              "value": 6676,
              "period": "2026-08-22"
            },
            {
              "value": 6696,
              "period": "2026-08-23"
            },
            {
              "value": 6668,
              "period": "2026-08-24"
            },
            {
              "value": 7257,
              "period": "2026-08-25"
            },
            {
              "value": 7243,
              "period": "2026-08-26"
            },
            {
              "value": 7475,
              "period": "2026-08-27"
            },
            {
              "value": 7808,
              "period": "2026-08-28"
            },
            {
              "value": 7986,
              "period": "2026-08-29"
            },
            {
              "value": 7844,
              "period": "2026-08-30"
            }
          ]
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "points": [
            {
              "value": 48.5,
              "period": "2026-08-10"
            },
            {
              "value": 45.9,
              "period": "2026-08-11"
            },
            {
              "value": 50.9,
              "period": "2026-08-12"
            },
            {
              "value": 50.5,
              "period": "2026-08-13"
            },
            {
              "value": 50.0,
              "period": "2026-08-14"
            },
            {
              "value": 50.2,
              "period": "2026-08-15"
            },
            {
              "value": 50.4,
              "period": "2026-08-16"
            },
            {
              "value": 50.2,
              "period": "2026-08-17"
            },
            {
              "value": 50.1,
              "period": "2026-08-18"
            },
            {
              "value": 50.3,
              "period": "2026-08-19"
            },
            {
              "value": 50.5,
              "period": "2026-08-20"
            },
            {
              "value": 50.6,
              "period": "2026-08-21"
            },
            {
              "value": 52.4,
              "period": "2026-08-22"
            },
            {
              "value": 52.5,
              "period": "2026-08-23"
            },
            {
              "value": 52.6,
              "period": "2026-08-24"
            },
            {
              "value": 52.7,
              "period": "2026-08-25"
            },
            {
              "value": 52.6,
              "period": "2026-08-26"
            },
            {
              "value": 52.4,
              "period": "2026-08-27"
            },
            {
              "value": 53.2,
              "period": "2026-08-28"
            },
            {
              "value": 53.3,
              "period": "2026-08-29"
            },
            {
              "value": 52.8,
              "period": "2026-08-30"
            }
          ]
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "points": [
            {
              "value": 145500,
              "period": "2026-08-11"
            },
            {
              "value": 145000,
              "period": "2026-08-12"
            },
            {
              "value": 145100,
              "period": "2026-08-13"
            },
            {
              "value": 145705,
              "period": "2026-08-14"
            },
            {
              "value": 146562,
              "period": "2026-08-15"
            },
            {
              "value": 147000,
              "period": "2026-08-16"
            },
            {
              "value": 147500,
              "period": "2026-08-17"
            },
            {
              "value": 147250,
              "period": "2026-08-18"
            },
            {
              "value": 148000,
              "period": "2026-08-19"
            },
            {
              "value": 147812,
              "period": "2026-08-20"
            },
            {
              "value": 148000,
              "period": "2026-08-21"
            },
            {
              "value": 153000,
              "period": "2026-08-22"
            },
            {
              "value": 153000,
              "period": "2026-08-23"
            },
            {
              "value": 153000,
              "period": "2026-08-24"
            },
            {
              "value": 155100,
              "period": "2026-08-25"
            },
            {
              "value": 153500,
              "period": "2026-08-26"
            },
            {
              "value": 153500,
              "period": "2026-08-27"
            },
            {
              "value": 155500,
              "period": "2026-08-28"
            },
            {
              "value": 155000,
              "period": "2026-08-29"
            },
            {
              "value": 153350,
              "period": "2026-08-30"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 7844,
          "change": -142,
          "previous_value": 7986
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 6048,
          "change": -196,
          "previous_value": 6244
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 52.8,
          "change": -0.5,
          "previous_value": 53.3
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 153350,
          "change": -1650,
          "previous_value": 155000
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1359,
          "change": 22,
          "previous_value": 1337
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4891,
              "active_jobs": 6374,
              "applications": 344,
              "candidate_demand": 1698,
              "jobs_per_100_candidates": 375.4
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4579,
              "active_jobs": 5990,
              "applications": 367,
              "candidate_demand": 2555,
              "jobs_per_100_candidates": 234.4
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 4495,
              "active_jobs": 5907,
              "applications": 281,
              "candidate_demand": 157,
              "jobs_per_100_candidates": 3762.4
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4572,
              "active_jobs": 5880,
              "applications": 322,
              "candidate_demand": 440,
              "jobs_per_100_candidates": 1336.4
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4509,
              "active_jobs": 5862,
              "applications": 350,
              "candidate_demand": 4735,
              "jobs_per_100_candidates": 123.8
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4138,
              "active_jobs": 5447,
              "applications": 295,
              "candidate_demand": 2247,
              "jobs_per_100_candidates": 242.4
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3928,
              "active_jobs": 5092,
              "applications": 254,
              "candidate_demand": 183,
              "jobs_per_100_candidates": 2782.5
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3710,
              "active_jobs": 4859,
              "applications": 225,
              "candidate_demand": 201,
              "jobs_per_100_candidates": 2417.4
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3739,
              "active_jobs": 4850,
              "applications": 251,
              "candidate_demand": 3696,
              "jobs_per_100_candidates": 131.2
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3138,
              "active_jobs": 4018,
              "applications": 203,
              "candidate_demand": 763,
              "jobs_per_100_candidates": 526.6
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2348,
              "active_jobs": 3337,
              "applications": 217,
              "candidate_demand": 2080,
              "jobs_per_100_candidates": 160.4
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2568,
              "active_jobs": 3314,
              "applications": 148,
              "candidate_demand": 1610,
              "jobs_per_100_candidates": 205.8
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2413,
              "active_jobs": 3224,
              "applications": 201,
              "candidate_demand": 2594,
              "jobs_per_100_candidates": 124.3
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2293,
              "active_jobs": 3200,
              "applications": 184,
              "candidate_demand": 650,
              "jobs_per_100_candidates": 492.3
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2385,
              "active_jobs": 3181,
              "applications": 141,
              "candidate_demand": 687,
              "jobs_per_100_candidates": 463.0
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2347,
              "active_jobs": 2740,
              "applications": 110,
              "candidate_demand": 101,
              "jobs_per_100_candidates": 2712.9
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1744,
              "active_jobs": 2449,
              "applications": 101,
              "candidate_demand": 344,
              "jobs_per_100_candidates": 711.9
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1689,
              "active_jobs": 1977,
              "applications": 87,
              "candidate_demand": 51,
              "jobs_per_100_candidates": 3876.5
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1226,
              "active_jobs": 1588,
              "applications": 106,
              "candidate_demand": 658,
              "jobs_per_100_candidates": 241.3
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 983,
              "active_jobs": 1189,
              "applications": 97,
              "candidate_demand": 47,
              "jobs_per_100_candidates": 2529.8
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 875,
              "active_jobs": 1142,
              "applications": 89,
              "candidate_demand": 2097,
              "jobs_per_100_candidates": 54.5
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 847,
              "active_jobs": 1044,
              "applications": 45,
              "candidate_demand": 106,
              "jobs_per_100_candidates": 984.9
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 541,
              "active_jobs": 746,
              "applications": 71,
              "candidate_demand": 1642,
              "jobs_per_100_candidates": 45.4
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 593,
              "active_jobs": 695,
              "applications": 40,
              "candidate_demand": 2657,
              "jobs_per_100_candidates": 26.2
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 488,
              "active_jobs": 653,
              "applications": 22,
              "candidate_demand": 308,
              "jobs_per_100_candidates": 212.0
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 469,
              "active_jobs": 496,
              "applications": 49,
              "candidate_demand": 24,
              "jobs_per_100_candidates": 2066.7
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 283,
              "active_jobs": 325,
              "applications": 13,
              "candidate_demand": 28,
              "jobs_per_100_candidates": 1160.7
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 5540
            },
            {
              "label": "Canada",
              "active_jobs": 849
            },
            {
              "label": "United Kingdom",
              "active_jobs": 442
            },
            {
              "label": "Germany",
              "active_jobs": 215
            },
            {
              "label": "India",
              "active_jobs": 169
            },
            {
              "label": "Mexico",
              "active_jobs": 151
            },
            {
              "label": "Spain",
              "active_jobs": 142
            },
            {
              "label": "Ireland",
              "active_jobs": 134
            },
            {
              "label": "US",
              "active_jobs": 127
            },
            {
              "label": "France",
              "active_jobs": 114
            },
            {
              "label": "Poland",
              "active_jobs": 98
            },
            {
              "label": "Brazil",
              "active_jobs": 90
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 43.8,
              "active_jobs": 3435
            },
            {
              "label": "Mid level",
              "percent": 20.2,
              "active_jobs": 1585
            },
            {
              "label": "Not stated",
              "percent": 19.6,
              "active_jobs": 1541
            },
            {
              "label": "Lead / principal",
              "percent": 10.8,
              "active_jobs": 845
            },
            {
              "label": "Entry level",
              "percent": 3.6,
              "active_jobs": 284
            },
            {
              "label": "Executive",
              "percent": 2.0,
              "active_jobs": 154
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.3,
              "active_jobs": 259
            },
            {
              "label": "Multiple countries",
              "percent": 8.3,
              "active_jobs": 653
            },
            {
              "label": "United States only",
              "percent": 65.6,
              "active_jobs": 5148
            },
            {
              "label": "Single-country restricted",
              "percent": 19.7,
              "active_jobs": 1542
            },
            {
              "label": "Location not structured",
              "percent": 3.1,
              "active_jobs": 242
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 8.8,
              "active_jobs": 688
            },
            {
              "label": "America/Los_Angeles",
              "percent": 6.8,
              "active_jobs": 531
            },
            {
              "label": "America/Chicago",
              "percent": 6.7,
              "active_jobs": 528
            },
            {
              "label": "America/Denver",
              "percent": 5.4,
              "active_jobs": 422
            },
            {
              "label": "America/Toronto",
              "percent": 3.9,
              "active_jobs": 304
            },
            {
              "label": "US timezones",
              "percent": 3.2,
              "active_jobs": 249
            },
            {
              "label": "EST",
              "percent": 2.9,
              "active_jobs": 224
            },
            {
              "label": "America/Vancouver",
              "percent": 2.8,
              "active_jobs": 221
            },
            {
              "label": "Europe/London",
              "percent": 2.7,
              "active_jobs": 212
            },
            {
              "label": "America/Edmonton",
              "percent": 2.2,
              "active_jobs": 175
            },
            {
              "label": "PST",
              "percent": 2.2,
              "active_jobs": 174
            },
            {
              "label": "US Eastern",
              "percent": 1.9,
              "active_jobs": 149
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.9,
              "active_jobs": 615
            },
            {
              "label": "$75k-$99k",
              "percent": 9.9,
              "active_jobs": 411
            },
            {
              "label": "$100k-$149k",
              "percent": 23.4,
              "active_jobs": 969
            },
            {
              "label": "$150k-$199k",
              "percent": 24.5,
              "active_jobs": 1013
            },
            {
              "label": "$200k+",
              "percent": 27.3,
              "active_jobs": 1132
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-08-30, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-08-30)."
}