{
  "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": "2026-09-13",
    "revision": 1,
    "period_start": "2026-08-14",
    "period_end": "2026-09-13",
    "published_at": "2026-09-13 12:45:53.383702+00:00",
    "source_updated_at": "2026-09-13 12:32:19.900810+00:00",
    "headline": "11,291 active remote jobs in the latest 30-day window",
    "change_summary": "New-job volume changed +26.8% from the previous window; 50.3% of active listings include salary data.",
    "sample_size": 11291,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/remote-job-market/2026-09-13",
    "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"
            }
          ]
        },
        {
          "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"
            }
          ]
        },
        {
          "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"
            },
            {
              "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"
            },
            {
              "value": 158000,
              "period": "2026-09-09"
            },
            {
              "value": 157500,
              "period": "2026-09-10"
            },
            {
              "value": 157500,
              "period": "2026-09-11"
            },
            {
              "value": 157493,
              "period": "2026-09-12"
            },
            {
              "value": 155625,
              "period": "2026-09-13"
            }
          ]
        }
      ],
      "metrics": [
        {
          "key": "active_jobs",
          "unit": "count",
          "label": "Active remote jobs",
          "value": 11291,
          "change": -115,
          "previous_value": 11406
        },
        {
          "key": "new_jobs",
          "unit": "count",
          "label": "New remote jobs",
          "value": 5849,
          "change": -142,
          "previous_value": 5991
        },
        {
          "key": "salary_transparency",
          "unit": "percent",
          "label": "Salary transparency",
          "value": 50.3,
          "change": -0.3,
          "previous_value": 50.6
        },
        {
          "key": "median_salary",
          "unit": "USD",
          "label": "Median listed salary",
          "value": 155625,
          "change": -1868,
          "previous_value": 157493
        },
        {
          "key": "active_companies",
          "unit": "count",
          "label": "Hiring companies",
          "value": 1496,
          "change": 1,
          "previous_value": 1495
        }
      ],
      "breakdowns": [
        {
          "key": "occupation",
          "rows": [
            {
              "key": "product",
              "label": "Product",
              "new_jobs": 4840,
              "active_jobs": 9273,
              "applications": 433,
              "candidate_demand": 1733,
              "jobs_per_100_candidates": 535.1
            },
            {
              "key": "software",
              "label": "Software",
              "new_jobs": 4520,
              "active_jobs": 8827,
              "applications": 426,
              "candidate_demand": 2614,
              "jobs_per_100_candidates": 337.7
            },
            {
              "key": "operations",
              "label": "Operations",
              "new_jobs": 4295,
              "active_jobs": 8405,
              "applications": 423,
              "candidate_demand": 504,
              "jobs_per_100_candidates": 1667.7
            },
            {
              "key": "support",
              "label": "Customer support",
              "new_jobs": 4295,
              "active_jobs": 8298,
              "applications": 438,
              "candidate_demand": 4830,
              "jobs_per_100_candidates": 171.8
            },
            {
              "key": "healthcare_admin",
              "label": "Healthcare admin",
              "new_jobs": 3946,
              "active_jobs": 7982,
              "applications": 363,
              "candidate_demand": 195,
              "jobs_per_100_candidates": 4093.3
            },
            {
              "key": "data",
              "label": "Data",
              "new_jobs": 4163,
              "active_jobs": 7968,
              "applications": 334,
              "candidate_demand": 2343,
              "jobs_per_100_candidates": 340.1
            },
            {
              "key": "customer_success",
              "label": "Customer success",
              "new_jobs": 3840,
              "active_jobs": 7441,
              "applications": 330,
              "candidate_demand": 213,
              "jobs_per_100_candidates": 3493.4
            },
            {
              "key": "marketing",
              "label": "Marketing",
              "new_jobs": 3656,
              "active_jobs": 7105,
              "applications": 325,
              "candidate_demand": 3733,
              "jobs_per_100_candidates": 190.3
            },
            {
              "key": "security",
              "label": "Security",
              "new_jobs": 3665,
              "active_jobs": 7076,
              "applications": 297,
              "candidate_demand": 236,
              "jobs_per_100_candidates": 2998.3
            },
            {
              "key": "finance",
              "label": "Finance and investments",
              "new_jobs": 3201,
              "active_jobs": 5977,
              "applications": 247,
              "candidate_demand": 785,
              "jobs_per_100_candidates": 761.4
            },
            {
              "key": "sales",
              "label": "Sales",
              "new_jobs": 2565,
              "active_jobs": 4925,
              "applications": 197,
              "candidate_demand": 1651,
              "jobs_per_100_candidates": 298.3
            },
            {
              "key": "legal",
              "label": "Legal",
              "new_jobs": 2631,
              "active_jobs": 4904,
              "applications": 184,
              "candidate_demand": 691,
              "jobs_per_100_candidates": 709.7
            },
            {
              "key": "devops",
              "label": "DevOps",
              "new_jobs": 2457,
              "active_jobs": 4881,
              "applications": 214,
              "candidate_demand": 671,
              "jobs_per_100_candidates": 727.4
            },
            {
              "key": "design_creative",
              "label": "Design and creative",
              "new_jobs": 2400,
              "active_jobs": 4743,
              "applications": 208,
              "candidate_demand": 2619,
              "jobs_per_100_candidates": 181.1
            },
            {
              "key": "backend",
              "label": "Backend",
              "new_jobs": 2312,
              "active_jobs": 4714,
              "applications": 215,
              "candidate_demand": 2137,
              "jobs_per_100_candidates": 220.6
            },
            {
              "key": "education",
              "label": "Education",
              "new_jobs": 2026,
              "active_jobs": 3782,
              "applications": 167,
              "candidate_demand": 111,
              "jobs_per_100_candidates": 3407.2
            },
            {
              "key": "hr_recruiting",
              "label": "HR and recruiting",
              "new_jobs": 1735,
              "active_jobs": 3521,
              "applications": 140,
              "candidate_demand": 350,
              "jobs_per_100_candidates": 1006.0
            },
            {
              "key": "patient_support",
              "label": "Patient support",
              "new_jobs": 1394,
              "active_jobs": 2753,
              "applications": 130,
              "candidate_demand": 63,
              "jobs_per_100_candidates": 4369.8
            },
            {
              "key": "qa_testing",
              "label": "QA and testing",
              "new_jobs": 1258,
              "active_jobs": 2376,
              "applications": 112,
              "candidate_demand": 685,
              "jobs_per_100_candidates": 346.9
            },
            {
              "key": "writing_content",
              "label": "Writing and content",
              "new_jobs": 945,
              "active_jobs": 1770,
              "applications": 122,
              "candidate_demand": 2115,
              "jobs_per_100_candidates": 83.7
            },
            {
              "key": "accounting",
              "label": "Accounting",
              "new_jobs": 965,
              "active_jobs": 1641,
              "applications": 65,
              "candidate_demand": 129,
              "jobs_per_100_candidates": 1272.1
            },
            {
              "key": "medical_billing",
              "label": "Medical billing",
              "new_jobs": 696,
              "active_jobs": 1618,
              "applications": 123,
              "candidate_demand": 65,
              "jobs_per_100_candidates": 2489.2
            },
            {
              "key": "frontend",
              "label": "Frontend",
              "new_jobs": 495,
              "active_jobs": 1081,
              "applications": 83,
              "candidate_demand": 1670,
              "jobs_per_100_candidates": 64.7
            },
            {
              "key": "administrative",
              "label": "Administrative and data entry",
              "new_jobs": 573,
              "active_jobs": 1030,
              "applications": 63,
              "candidate_demand": 2719,
              "jobs_per_100_candidates": 37.9
            },
            {
              "key": "mobile",
              "label": "Mobile engineering",
              "new_jobs": 491,
              "active_jobs": 930,
              "applications": 38,
              "candidate_demand": 317,
              "jobs_per_100_candidates": 293.4
            },
            {
              "key": "claims",
              "label": "Insurance claims",
              "new_jobs": 239,
              "active_jobs": 576,
              "applications": 75,
              "candidate_demand": 33,
              "jobs_per_100_candidates": 1745.5
            },
            {
              "key": "care_coordination",
              "label": "Care coordination",
              "new_jobs": 173,
              "active_jobs": 390,
              "applications": 25,
              "candidate_demand": 38,
              "jobs_per_100_candidates": 1026.3
            }
          ],
          "label": "By occupation"
        },
        {
          "key": "country",
          "rows": [
            {
              "label": "United States",
              "active_jobs": 7506
            },
            {
              "label": "Canada",
              "active_jobs": 1147
            },
            {
              "label": "United Kingdom",
              "active_jobs": 653
            },
            {
              "label": "Germany",
              "active_jobs": 326
            },
            {
              "label": "India",
              "active_jobs": 302
            },
            {
              "label": "Spain",
              "active_jobs": 259
            },
            {
              "label": "Mexico",
              "active_jobs": 226
            },
            {
              "label": "Poland",
              "active_jobs": 203
            },
            {
              "label": "Ireland",
              "active_jobs": 194
            },
            {
              "label": "South Africa",
              "active_jobs": 167
            },
            {
              "label": "France",
              "active_jobs": 161
            },
            {
              "label": "Philippines",
              "active_jobs": 150
            }
          ],
          "label": "By location"
        },
        {
          "key": "seniority",
          "rows": [
            {
              "label": "Senior",
              "percent": 47.2,
              "active_jobs": 5325
            },
            {
              "label": "Mid level",
              "percent": 21.9,
              "active_jobs": 2469
            },
            {
              "label": "Not stated",
              "percent": 13.9,
              "active_jobs": 1566
            },
            {
              "label": "Lead / principal",
              "percent": 11.5,
              "active_jobs": 1295
            },
            {
              "label": "Entry level",
              "percent": 3.9,
              "active_jobs": 445
            },
            {
              "label": "Executive",
              "percent": 1.7,
              "active_jobs": 191
            }
          ],
          "label": "By seniority"
        },
        {
          "key": "remote_access",
          "rows": [
            {
              "label": "Worldwide",
              "percent": 3.4,
              "active_jobs": 381
            },
            {
              "label": "Multiple countries",
              "percent": 9.1,
              "active_jobs": 1022
            },
            {
              "label": "United States only",
              "percent": 60.7,
              "active_jobs": 6855
            },
            {
              "label": "Single-country restricted",
              "percent": 24.1,
              "active_jobs": 2720
            },
            {
              "label": "Location not structured",
              "percent": 2.8,
              "active_jobs": 313
            }
          ],
          "label": "Worldwide vs restricted"
        },
        {
          "key": "timezone",
          "rows": [
            {
              "label": "America/New_York",
              "percent": 9.6,
              "active_jobs": 1080
            },
            {
              "label": "America/Los_Angeles",
              "percent": 7.6,
              "active_jobs": 855
            },
            {
              "label": "America/Chicago",
              "percent": 7.5,
              "active_jobs": 846
            },
            {
              "label": "America/Denver",
              "percent": 6.1,
              "active_jobs": 694
            },
            {
              "label": "America/Toronto",
              "percent": 3.8,
              "active_jobs": 424
            },
            {
              "label": "US timezones",
              "percent": 3.6,
              "active_jobs": 411
            },
            {
              "label": "Europe/London",
              "percent": 2.9,
              "active_jobs": 324
            },
            {
              "label": "EST",
              "percent": 2.8,
              "active_jobs": 319
            },
            {
              "label": "America/Vancouver",
              "percent": 2.6,
              "active_jobs": 299
            },
            {
              "label": "PST",
              "percent": 2.3,
              "active_jobs": 265
            },
            {
              "label": "America/Edmonton",
              "percent": 2.1,
              "active_jobs": 242
            },
            {
              "label": "US Timezones",
              "percent": 2.0,
              "active_jobs": 221
            }
          ],
          "label": "By timezone"
        },
        {
          "key": "salary_band",
          "rows": [
            {
              "label": "Under $75k",
              "percent": 14.0,
              "active_jobs": 794
            },
            {
              "label": "$75k-$99k",
              "percent": 9.6,
              "active_jobs": 545
            },
            {
              "label": "$100k-$149k",
              "percent": 22.7,
              "active_jobs": 1292
            },
            {
              "label": "$150k-$199k",
              "percent": 24.9,
              "active_jobs": 1417
            },
            {
              "label": "$200k+",
              "percent": 28.8,
              "active_jobs": 1637
            }
          ],
          "label": "By salary band"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, Remote job availability and compensation, 2026-09-13, revision 1 (https://wfh.team/research/datasets/remote-job-market/2026-09-13)."
}