{
  "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": "2026-09-23",
    "revision": 1,
    "period_start": "2026-08-24",
    "period_end": "2026-09-23",
    "published_at": "2026-09-23 12:45:45.013700+00:00",
    "source_updated_at": "2026-09-23 12:32:20.817469+00:00",
    "headline": "9,563 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +16.8% from the previous window; 49.5% of active listings include salary data.",
    "sample_size": 9563,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-23",
    "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"
            },
            {
              "value": 8102,
              "period": "2026-08-31"
            },
            {
              "value": 7994,
              "period": "2026-09-01"
            },
            {
              "value": 8098,
              "period": "2026-09-02"
            },
            {
              "value": 8240,
              "period": "2026-09-03"
            },
            {
              "value": 8349,
              "period": "2026-09-04"
            },
            {
              "value": 8424,
              "period": "2026-09-05"
            },
            {
              "value": 8433,
              "period": "2026-09-06"
            },
            {
              "value": 8446,
              "period": "2026-09-07"
            },
            {
              "value": 11307,
              "period": "2026-09-08"
            },
            {
              "value": 11720,
              "period": "2026-09-09"
            },
            {
              "value": 11301,
              "period": "2026-09-10"
            },
            {
              "value": 11344,
              "period": "2026-09-11"
            },
            {
              "value": 11406,
              "period": "2026-09-12"
            },
            {
              "value": 11291,
              "period": "2026-09-13"
            },
            {
              "value": 11423,
              "period": "2026-09-14"
            },
            {
              "value": 11495,
              "period": "2026-09-15"
            },
            {
              "value": 11644,
              "period": "2026-09-16"
            },
            {
              "value": 11839,
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            },
            {
              "value": 12007,
              "period": "2026-09-18"
            },
            {
              "value": 12160,
              "period": "2026-09-19"
            },
            {
              "value": 8825,
              "period": "2026-09-20"
            },
            {
              "value": 9115,
              "period": "2026-09-21"
            },
            {
              "value": 9339,
              "period": "2026-09-22"
            },
            {
              "value": 9563,
              "period": "2026-09-23"
            }
          ]
        },
        {
          "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"
            },
            {
              "value": 53.4,
              "period": "2026-08-31"
            },
            {
              "value": 52.8,
              "period": "2026-09-01"
            },
            {
              "value": 52.7,
              "period": "2026-09-02"
            },
            {
              "value": 52.6,
              "period": "2026-09-03"
            },
            {
              "value": 52.6,
              "period": "2026-09-04"
            },
            {
              "value": 52.7,
              "period": "2026-09-05"
            },
            {
              "value": 52.6,
              "period": "2026-09-06"
            },
            {
              "value": 52.6,
              "period": "2026-09-07"
            },
            {
              "value": 51.5,
              "period": "2026-09-08"
            },
            {
              "value": 50.0,
              "period": "2026-09-09"
            },
            {
              "value": 50.7,
              "period": "2026-09-10"
            },
            {
              "value": 50.5,
              "period": "2026-09-11"
            },
            {
              "value": 50.6,
              "period": "2026-09-12"
            },
            {
              "value": 50.3,
              "period": "2026-09-13"
            },
            {
              "value": 50.4,
              "period": "2026-09-14"
            },
            {
              "value": 50.1,
              "period": "2026-09-15"
            },
            {
              "value": 50.1,
              "period": "2026-09-16"
            },
            {
              "value": 49.9,
              "period": "2026-09-17"
            },
            {
              "value": 49.9,
              "period": "2026-09-18"
            },
            {
              "value": 49.9,
              "period": "2026-09-19"
            },
            {
              "value": 48.5,
              "period": "2026-09-20"
            },
            {
              "value": 49.3,
              "period": "2026-09-21"
            },
            {
              "value": 49.6,
              "period": "2026-09-22"
            },
            {
              "value": 49.5,
              "period": "2026-09-23"
            }
          ]
        },
        {
          "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"
            },
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              "value": 153000,
              "period": "2026-08-23"
            },
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              "value": 153000,
              "period": "2026-08-24"
            },
            {
              "value": 155100,
              "period": "2026-08-25"
            },
            {
              "value": 153500,
              "period": "2026-08-26"
            },
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              "value": 153500,
              "period": "2026-08-27"
            },
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              "value": 155500,
              "period": "2026-08-28"
            },
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              "value": 155000,
              "period": "2026-08-29"
            },
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              "value": 153350,
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            },
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              "value": 154800,
              "period": "2026-08-31"
            },
            {
              "value": 152880,
              "period": "2026-09-01"
            },
            {
              "value": 151375,
              "period": "2026-09-02"
            },
            {
              "value": 152000,
              "period": "2026-09-03"
            },
            {
              "value": 151750,
              "period": "2026-09-04"
            },
            {
              "value": 152000,
              "period": "2026-09-05"
            },
            {
              "value": 152185,
              "period": "2026-09-06"
            },
            {
              "value": 152000,
              "period": "2026-09-07"
            },
            {
              "value": 158135,
              "period": "2026-09-08"
            },
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              "value": 158000,
              "period": "2026-09-09"
            },
            {
              "value": 157500,
              "period": "2026-09-10"
            },
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              "value": 157500,
              "period": "2026-09-11"
            },
            {
              "value": 157493,
              "period": "2026-09-12"
            },
            {
              "value": 155625,
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            },
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              "value": 155300,
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            },
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              "value": 156294,
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            },
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              "value": 156119,
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            },
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              "value": 157000,
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            },
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              "value": 156000,
              "period": "2026-09-18"
            },
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              "value": 156550,
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            },
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              "value": 156025,
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            },
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              "value": 155459,
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            },
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              "value": 155588,
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            },
            {
              "value": 155512,
              "period": "2026-09-23"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 9563,
          "change": 224,
          "previous_value": 9339
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 6107,
          "change": 162,
          "previous_value": 5945
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 49.5,
          "change": -0.1,
          "previous_value": 49.6
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 155512,
          "change": -76,
          "previous_value": 155588
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1056,
          "change": 3,
          "previous_value": 1053
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 5060,
              "active_jobs": 7963,
              "applications": 484,
              "candidate_demand": 1769,
              "jobs_per_100_candidates": 450.1
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4901,
              "active_jobs": 7610,
              "applications": 490,
              "candidate_demand": 2673,
              "jobs_per_100_candidates": 284.7
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4557,
              "active_jobs": 7352,
              "applications": 462,
              "candidate_demand": 566,
              "jobs_per_100_candidates": 1298.9
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4487,
              "active_jobs": 7138,
              "applications": 492,
              "candidate_demand": 4926,
              "jobs_per_100_candidates": 144.9
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4462,
              "active_jobs": 6839,
              "applications": 393,
              "candidate_demand": 2437,
              "jobs_per_100_candidates": 280.6
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3835,
              "active_jobs": 6500,
              "applications": 408,
              "candidate_demand": 232,
              "jobs_per_100_candidates": 2801.7
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 4066,
              "active_jobs": 6381,
              "applications": 372,
              "candidate_demand": 243,
              "jobs_per_100_candidates": 2625.9
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3892,
              "active_jobs": 6096,
              "applications": 365,
              "candidate_demand": 3769,
              "jobs_per_100_candidates": 161.7
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3879,
              "active_jobs": 6017,
              "applications": 340,
              "candidate_demand": 281,
              "jobs_per_100_candidates": 2141.3
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3245,
              "active_jobs": 5038,
              "applications": 275,
              "candidate_demand": 802,
              "jobs_per_100_candidates": 628.2
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2965,
              "active_jobs": 4339,
              "applications": 220,
              "candidate_demand": 699,
              "jobs_per_100_candidates": 620.7
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2762,
              "active_jobs": 4280,
              "applications": 220,
              "candidate_demand": 1695,
              "jobs_per_100_candidates": 252.5
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2779,
              "active_jobs": 4175,
              "applications": 250,
              "candidate_demand": 703,
              "jobs_per_100_candidates": 593.9
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2438,
              "active_jobs": 3898,
              "applications": 213,
              "candidate_demand": 2636,
              "jobs_per_100_candidates": 147.9
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2293,
              "active_jobs": 3769,
              "applications": 238,
              "candidate_demand": 2203,
              "jobs_per_100_candidates": 171.1
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2001,
              "active_jobs": 3353,
              "applications": 183,
              "candidate_demand": 124,
              "jobs_per_100_candidates": 2704.0
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 2096,
              "active_jobs": 3241,
              "applications": 151,
              "candidate_demand": 359,
              "jobs_per_100_candidates": 902.8
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1514,
              "active_jobs": 2562,
              "applications": 162,
              "candidate_demand": 78,
              "jobs_per_100_candidates": 3284.6
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1272,
              "active_jobs": 1925,
              "applications": 122,
              "candidate_demand": 712,
              "jobs_per_100_candidates": 270.4
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 1008,
              "active_jobs": 1477,
              "applications": 124,
              "candidate_demand": 2140,
              "jobs_per_100_candidates": 69.0
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 773,
              "active_jobs": 1443,
              "applications": 138,
              "candidate_demand": 77,
              "jobs_per_100_candidates": 1874.0
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 1010,
              "active_jobs": 1422,
              "applications": 74,
              "candidate_demand": 152,
              "jobs_per_100_candidates": 935.5
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 581,
              "active_jobs": 928,
              "applications": 98,
              "candidate_demand": 1707,
              "jobs_per_100_candidates": 54.4
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 582,
              "active_jobs": 914,
              "applications": 93,
              "candidate_demand": 2781,
              "jobs_per_100_candidates": 32.9
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 464,
              "active_jobs": 698,
              "applications": 39,
              "candidate_demand": 327,
              "jobs_per_100_candidates": 213.5
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 222,
              "active_jobs": 503,
              "applications": 63,
              "candidate_demand": 40,
              "jobs_per_100_candidates": 1257.5
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 204,
              "active_jobs": 351,
              "applications": 38,
              "candidate_demand": 51,
              "jobs_per_100_candidates": 688.2
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 6352
            },
            {
              "label": "Canada",
              "active_jobs": 875
            },
            {
              "label": "United Kingdom",
              "active_jobs": 582
            },
            {
              "label": "Germany",
              "active_jobs": 269
            },
            {
              "label": "India",
              "active_jobs": 226
            },
            {
              "label": "Spain",
              "active_jobs": 222
            },
            {
              "label": "Mexico",
              "active_jobs": 190
            },
            {
              "label": "Poland",
              "active_jobs": 184
            },
            {
              "label": "South Africa",
              "active_jobs": 162
            },
            {
              "label": "Philippines",
              "active_jobs": 154
            },
            {
              "label": "Ireland",
              "active_jobs": 151
            },
            {
              "label": "Brazil",
              "active_jobs": 118
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 50.4,
              "active_jobs": 4819
            },
            {
              "label": "Mid level",
              "percent": 23.9,
              "active_jobs": 2288
            },
            {
              "label": "Lead / principal",
              "percent": 11.9,
              "active_jobs": 1137
            },
            {
              "label": "Not stated",
              "percent": 7.8,
              "active_jobs": 742
            },
            {
              "label": "Entry level",
              "percent": 4.6,
              "active_jobs": 440
            },
            {
              "label": "Executive",
              "percent": 1.4,
              "active_jobs": 137
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.1,
              "active_jobs": 292
            },
            {
              "label": "Multiple countries",
              "percent": 9.0,
              "active_jobs": 857
            },
            {
              "label": "United States only",
              "percent": 60.4,
              "active_jobs": 5773
            },
            {
              "label": "Single-country restricted",
              "percent": 25.5,
              "active_jobs": 2437
            },
            {
              "label": "Location not structured",
              "percent": 2.1,
              "active_jobs": 204
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 10.4,
              "active_jobs": 992
            },
            {
              "label": "America/Chicago",
              "percent": 8.2,
              "active_jobs": 783
            },
            {
              "label": "America/Los_Angeles",
              "percent": 7.9,
              "active_jobs": 753
            },
            {
              "label": "America/Denver",
              "percent": 6.6,
              "active_jobs": 634
            },
            {
              "label": "US timezones",
              "percent": 3.7,
              "active_jobs": 356
            },
            {
              "label": "America/Toronto",
              "percent": 3.7,
              "active_jobs": 355
            },
            {
              "label": "Europe/London",
              "percent": 2.9,
              "active_jobs": 275
            },
            {
              "label": "America/Vancouver",
              "percent": 2.6,
              "active_jobs": 246
            },
            {
              "label": "EST",
              "percent": 2.5,
              "active_jobs": 239
            },
            {
              "label": "PST",
              "percent": 2.2,
              "active_jobs": 213
            },
            {
              "label": "US/Eastern",
              "percent": 2.1,
              "active_jobs": 203
            },
            {
              "label": "America/Edmonton",
              "percent": 2.1,
              "active_jobs": 201
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.0,
              "active_jobs": 661
            },
            {
              "label": "$75k-$99k",
              "percent": 9.8,
              "active_jobs": 466
            },
            {
              "label": "$100k-$149k",
              "percent": 22.4,
              "active_jobs": 1061
            },
            {
              "label": "$150k-$199k",
              "percent": 24.3,
              "active_jobs": 1148
            },
            {
              "label": "$200k+",
              "percent": 29.5,
              "active_jobs": 1395
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-23, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-09-23)."
}