{ "name": "Kandidate Talent Graph — clinicians by role and state", "description": "Licensed-clinician counts per role and US state from the Kandidate clinician registry (NPPES/CMS), with a Kandidate market pay estimate built from public salary sources. A dated snapshot, not a live API.", "live_api": "https://api.hire.kandidate.io/services/v1/public/clinicians/coverage?role={role}", "as_of": "2026-08-10", "generated_at": "2026-09-05T13:33:19.545Z", "not_carried": [ "county or metro counts (the registry has no county column)", "named employers (withheld by design)", "fill-difficulty index (partial by its own report)" ], "license": "Figures may be quoted with attribution to Kandidate (kandidate.io).", "roles": { "nurse-practitioners": { "slug": "nurse-practitioners", "label": "Nurse practitioner", "plural": "nurse practitioners", "role_query": "Nurse Practitioner", "national": 526759, "as_of": "2026-08-10", "coverage_note": null, "states": [ { "state": "FL", "n": 46877 }, { "state": "TX", "n": 41417 }, { "state": "CA", "n": 38735 }, { "state": "NY", "n": 34389 }, { "state": "OH", "n": 23098 }, { "state": "PA", "n": 18950 }, { "state": "IL", "n": 17562 }, { "state": "GA", "n": 17464 }, { "state": "TN", "n": 16791 }, { "state": "NC", "n": 16314 }, { "state": "MA", "n": 15357 }, { "state": "MI", "n": 13571 }, { "state": "VA", "n": 13076 }, { "state": "NJ", "n": 12348 }, { "state": "AZ", "n": 12016 }, { "state": "IN", "n": 11788 }, { "state": "MD", "n": 11128 }, { "state": "MO", "n": 11097 }, { "state": "WA", "n": 10460 }, { "state": "KY", "n": 10180 }, { "state": "WI", "n": 9289 }, { "state": "MN", "n": 9264 }, { "state": "AL", "n": 9015 }, { "state": "CO", "n": 8971 }, { "state": "SC", "n": 7976 }, { "state": "LA", "n": 7717 }, { "state": "CT", "n": 6812 }, { "state": "MS", "n": 6466 }, { "state": "OR", "n": 5527 }, { "state": "AR", "n": 5221 }, { "state": "KS", "n": 5109 }, { "state": "OK", "n": 4903 }, { "state": "IA", "n": 4865 }, { "state": "UT", "n": 4766 }, { "state": "NV", "n": 4373 }, { "state": "NM", "n": 3320 }, { "state": "WV", "n": 3244 }, { "state": "NE", "n": 3168 }, { "state": "NH", "n": 2877 }, { "state": "ME", "n": 2814 }, { "state": "ID", "n": 2555 }, { "state": "RI", "n": 2027 }, { "state": "DE", "n": 1965 }, { "state": "DC", "n": 1789 }, { "state": "MT", "n": 1662 }, { "state": "SD", "n": 1660 }, { "state": "ND", "n": 1594 }, { "state": "HI", "n": 1514 }, { "state": "AK", "n": 1224 }, { "state": "VT", "n": 1039 }, { "state": "WY", "n": 798 }, { "state": "PR", "n": 157 }, { "state": "GU", "n": 63 }, { "state": "VI", "n": 43 }, { "state": "MP", "n": 16 }, { "state": "AS", "n": 2 } ] }, "physical-therapists": { "slug": "physical-therapists", "label": "Physical therapist", "plural": "physical therapists", "role_query": "Physical Therapist", "national": 288413, "as_of": "2026-08-10", "coverage_note": null, "states": [ { "state": "CA", "n": 25505 }, { "state": "NY", "n": 24024 }, { "state": "TX", "n": 17019 }, { "state": "FL", "n": 15872 }, { "state": "PA", "n": 13865 }, { "state": "IL", "n": 12802 }, { "state": "NJ", "n": 10538 }, { "state": "MI", "n": 10191 }, { "state": "NC", "n": 9440 }, { "state": "OH", "n": 8315 }, { "state": "WA", "n": 8100 }, { "state": "MA", "n": 7710 }, { "state": "VA", "n": 7519 }, { "state": "GA", "n": 7193 }, { "state": "CO", "n": 7121 }, { "state": "WI", "n": 6937 }, { "state": "MD", "n": 6711 }, { "state": "MN", "n": 5928 }, { "state": "AZ", "n": 5879 }, { "state": "TN", "n": 5710 }, { "state": "IN", "n": 5276 }, { "state": "MO", "n": 4940 }, { "state": "OR", "n": 4535 }, { "state": "SC", "n": 4236 }, { "state": "CT", "n": 3875 }, { "state": "KY", "n": 3438 }, { "state": "AL", "n": 3085 }, { "state": "UT", "n": 2897 }, { "state": "KS", "n": 2872 }, { "state": "IA", "n": 2812 }, { "state": "LA", "n": 2778 }, { "state": "OK", "n": 2502 }, { "state": "AR", "n": 2479 }, { "state": "NE", "n": 2240 }, { "state": "NV", "n": 2053 }, { "state": "ID", "n": 1908 }, { "state": "ME", "n": 1796 }, { "state": "NH", "n": 1782 }, { "state": "MS", "n": 1773 }, { "state": "MT", "n": 1545 }, { "state": "NM", "n": 1535 }, { "state": "HI", "n": 1317 }, { "state": "WV", "n": 1306 }, { "state": "RI", "n": 1297 }, { "state": "DE", "n": 1202 }, { "state": "ND", "n": 1120 }, { "state": "SD", "n": 1058 }, { "state": "AK", "n": 925 }, { "state": "VT", "n": 925 }, { "state": "DC", "n": 808 }, { "state": "WY", "n": 698 }, { "state": "PR", "n": 605 }, { "state": "GU", "n": 51 }, { "state": "VI", "n": 43 }, { "state": "MP", "n": 22 }, { "state": "AS", "n": 6 } ] }, "physician-assistants": { "slug": "physician-assistants", "label": "Physician assistant", "plural": "physician assistants", "role_query": "Physician Assistant", "national": 224028, "as_of": "2026-08-10", "coverage_note": null, "states": [ { "state": "NY", "n": 21763 }, { "state": "CA", "n": 19258 }, { "state": "FL", "n": 14711 }, { "state": "TX", "n": 14660 }, { "state": "PA", "n": 12844 }, { "state": "NC", "n": 11141 }, { "state": "MI", "n": 8499 }, { "state": "GA", "n": 6662 }, { "state": "OH", "n": 6633 }, { "state": "IL", "n": 6250 }, { "state": "MA", "n": 6163 }, { "state": "CO", "n": 5813 }, { "state": "VA", "n": 5675 }, { "state": "WA", "n": 5443 }, { "state": "AZ", "n": 5249 }, { "state": "MN", "n": 4803 }, { "state": "NJ", "n": 4788 }, { "state": "MD", "n": 4555 }, { "state": "WI", "n": 4473 }, { "state": "CT", "n": 4014 }, { "state": "TN", "n": 4004 }, { "state": "SC", "n": 3329 }, { "state": "OR", "n": 3193 }, { "state": "IN", "n": 3016 }, { "state": "OK", "n": 2549 }, { "state": "KY", "n": 2432 }, { "state": "UT", "n": 2425 }, { "state": "MO", "n": 2305 }, { "state": "LA", "n": 2066 }, { "state": "IA", "n": 1840 }, { "state": "NE", "n": 1789 }, { "state": "KS", "n": 1739 }, { "state": "ID", "n": 1724 }, { "state": "AL", "n": 1600 }, { "state": "NV", "n": 1563 }, { "state": "WV", "n": 1558 }, { "state": "ME", "n": 1432 }, { "state": "NH", "n": 1327 }, { "state": "NM", "n": 1205 }, { "state": "MT", "n": 1053 }, { "state": "DE", "n": 881 }, { "state": "RI", "n": 874 }, { "state": "DC", "n": 870 }, { "state": "AK", "n": 848 }, { "state": "AR", "n": 829 }, { "state": "SD", "n": 816 }, { "state": "ND", "n": 590 }, { "state": "HI", "n": 540 }, { "state": "PR", "n": 475 }, { "state": "MS", "n": 470 }, { "state": "VT", "n": 458 }, { "state": "WY", "n": 384 }, { "state": "VI", "n": 33 }, { "state": "GU", "n": 31 }, { "state": "MP", "n": 11 }, { "state": "AS", "n": 2 } ] }, "registered-nurses": { "slug": "registered-nurses", "label": "Registered nurse", "plural": "registered nurses", "role_query": "Registered Nurse", "national": 313868, "as_of": "2026-08-10", "coverage_note": "Most staff RNs never enumerate an NPI, so the registry counts only those who bill independently. Read this as a floor, not a headcount.", "states": [ { "state": "NY", "n": 42086 }, { "state": "CA", "n": 31558 }, { "state": "OH", "n": 18030 }, { "state": "TX", "n": 17880 }, { "state": "FL", "n": 12058 }, { "state": "WA", "n": 11861 }, { "state": "MA", "n": 10355 }, { "state": "PA", "n": 10109 }, { "state": "MI", "n": 10107 }, { "state": "WI", "n": 8545 }, { "state": "TN", "n": 8382 }, { "state": "CO", "n": 8262 }, { "state": "AZ", "n": 8038 }, { "state": "GA", "n": 7221 }, { "state": "IL", "n": 6903 }, { "state": "MN", "n": 6402 }, { "state": "NC", "n": 6027 }, { "state": "OR", "n": 5749 }, { "state": "MD", "n": 5288 }, { "state": "SC", "n": 4637 }, { "state": "IN", "n": 4588 }, { "state": "VA", "n": 4273 }, { "state": "NJ", "n": 4227 }, { "state": "MO", "n": 4188 }, { "state": "NM", "n": 4017 }, { "state": "NV", "n": 3431 }, { "state": "OK", "n": 3299 }, { "state": "AL", "n": 3209 }, { "state": "KS", "n": 2771 }, { "state": "LA", "n": 2698 }, { "state": "KY", "n": 2634 }, { "state": "NE", "n": 2620 }, { "state": "UT", "n": 2425 }, { "state": "DE", "n": 2353 }, { "state": "WV", "n": 2353 }, { "state": "AR", "n": 2339 }, { "state": "CT", "n": 2202 }, { "state": "AK", "n": 1917 }, { "state": "IA", "n": 1816 }, { "state": "HI", "n": 1740 }, { "state": "RI", "n": 1590 }, { "state": "DC", "n": 1547 }, { "state": "ME", "n": 1406 }, { "state": "MS", "n": 1398 }, { "state": "SD", "n": 1396 }, { "state": "ND", "n": 1376 }, { "state": "PR", "n": 1259 }, { "state": "NH", "n": 1178 }, { "state": "ID", "n": 1090 }, { "state": "MT", "n": 1017 }, { "state": "WY", "n": 733 }, { "state": "VT", "n": 485 }, { "state": "GU", "n": 74 }, { "state": "VI", "n": 40 }, { "state": "AS", "n": 13 }, { "state": "MP", "n": 10 } ] } }, "pages": [ { "path": "/hire/nurse-practitioners/california", "role": "nurse-practitioners", "state": "california", "state_code": "CA", "state_name": "California", "count": 38735, "national": 526759, "rank": 3, "as_of": "2026-08-10", "pay_p50": 181278, "pay_sources": [ { "source": "glassdoor.com", "p25": 148349, "p50": 181278, "p75": 223592 } ], "open_roles_30d": 1000, "open_roles_basis": "extrapolated from a job-board sample of title variants", "time_to_fill_days": 35, "time_to_fill_basis": "modelled from the difficulty index, not an observed average", "report_url": "https://hire.kandidate.io/market-report/YIMnqQheiHPRtvrLuGmXJt0prk-feEN8" }, { "path": "/hire/nurse-practitioners/texas", "role": "nurse-practitioners", "state": "texas", "state_code": "TX", "state_name": "Texas", "count": 41417, "national": 526759, "rank": 2, "as_of": "2026-08-10", "pay_p50": 153561, "pay_sources": [ { "source": "glassdoor.com", "p25": 125119, "p50": 153561, "p75": 190349 } ], "open_roles_30d": 9000, "open_roles_basis": "extrapolated from a job-board sample of title variants", "time_to_fill_days": 25, "time_to_fill_basis": "modelled from the difficulty index, not an observed average", "report_url": "https://hire.kandidate.io/market-report/7olCblWgJNtDIVDzOpPAMyZ9W5F4zv1D" }, { "path": "/hire/physical-therapists/california", "role": "physical-therapists", "state": "california", "state_code": "CA", "state_name": "California", "count": 25505, "national": 288413, "rank": 1, "as_of": "2026-08-10", "pay_p50": 134766, "pay_sources": [ { "source": "glassdoor.com", "p25": 121538, "p50": 146077, "p75": 177300 }, { "source": "salaryexpert.com", "p25": 87287, "p50": 123454, "p75": 136437 } ], "open_roles_30d": 12000, "open_roles_basis": "extrapolated from a job-board sample of title variants", "time_to_fill_days": 26, "time_to_fill_basis": "modelled from the difficulty index, not an observed average", "report_url": "https://hire.kandidate.io/market-report/XjqGeeoM07f-9-f-wRbTWarQz8boL2ss" }, { "path": "/hire/physical-therapists/texas", "role": "physical-therapists", "state": "texas", "state_code": "TX", "state_name": "Texas", "count": 17019, "national": 288413, "rank": 3, "as_of": "2026-08-10", "pay_p50": 126076, "pay_sources": [ { "source": "glassdoor.com", "p25": 106335, "p50": 126076, "p75": 151101 } ], "open_roles_30d": 9000, "open_roles_basis": "extrapolated from a job-board sample of title variants", "time_to_fill_days": 25, "time_to_fill_basis": "modelled from the difficulty index, not an observed average", "report_url": "https://hire.kandidate.io/market-report/oQtZw9VP5qT7qai5oYRQGRNkqIaoNLog" }, { "path": "/hire/physician-assistants/california", "role": "physician-assistants", "state": "california", "state_code": "CA", "state_name": "California", "count": 19258, "national": 224028, "rank": 2, "as_of": "2026-08-10", "pay_p50": 215498, "pay_sources": [ { "source": "glassdoor.com", "p25": 167546, "p50": 215498, "p75": 280620 } ], "open_roles_30d": 7000, "open_roles_basis": "extrapolated from a job-board sample of title variants", "time_to_fill_days": 25, "time_to_fill_basis": "modelled from the difficulty index, not an observed average", "report_url": "https://hire.kandidate.io/market-report/_XwLtHRFScLbO5nZcsGtUedPFNDpK96D" }, { "path": "/hire/physician-assistants/texas", "role": "physician-assistants", "state": "texas", "state_code": "TX", "state_name": "Texas", "count": 14660, "national": 224028, "rank": 4, "as_of": "2026-08-10", "pay_p50": 178148, "pay_sources": [ { "source": "glassdoor.com", "p25": 173583, "p50": 221746, "p75": 287732 }, { "source": "rippling.com", "p25": 102650, "p50": 134550, "p75": 169000 } ], "open_roles_30d": 7000, "open_roles_basis": "extrapolated from a job-board sample of title variants", "time_to_fill_days": 35, "time_to_fill_basis": "modelled from the difficulty index, not an observed average", "report_url": "https://hire.kandidate.io/market-report/OD1LaPB2JO1ztBvGDyFcCKv4CW3bqG2a" }, { "path": "/hire/registered-nurses/california", "role": "registered-nurses", "state": "california", "state_code": "CA", "state_name": "California", "count": 31558, "national": 313868, "rank": 2, "as_of": "2026-08-10", "pay_p50": 162084, "pay_sources": [ { "source": "levels.fyi", "p25": 193000, "p50": 200000, "p75": 220000 }, { "source": "glassdoor.com", "p25": 104609, "p50": 124168, "p75": 148390 } ], "open_roles_30d": 7000, "open_roles_basis": "extrapolated from a job-board sample of title variants", "time_to_fill_days": 25, "time_to_fill_basis": "modelled from the difficulty index, not an observed average", "report_url": "https://hire.kandidate.io/market-report/lB-5mJWqMPYxsRwXCY_o5WqvHc3OPcKr" }, { "path": "/hire/registered-nurses/texas", "role": "registered-nurses", "state": "texas", "state_code": "TX", "state_name": "Texas", "count": 17880, "national": 313868, "rank": 4, "as_of": "2026-08-10", "pay_p50": 99195, "pay_sources": [ { "source": "glassdoor.com", "p25": 85093, "p50": 99195, "p75": 116599 } ], "open_roles_30d": 11000, "open_roles_basis": "extrapolated from a job-board sample of title variants", "time_to_fill_days": 26, "time_to_fill_basis": "modelled from the difficulty index, not an observed average", "report_url": "https://hire.kandidate.io/market-report/m0b7ZmxtnF-ahaXmYLtnEpagmJMubJWH" } ] }