Category intelligence / ecosystem
AI talent
Hiring, compensation, migration, skills, and geographic concentration.
Evidence catalog
Open category terminal →Live Talent tables
| Table | Coverage | Confidence | Freshness | Cadence | Updated | Open |
|---|---|---|---|---|---|---|
| State data scientist workforceExact BLS SOC 15-2051 state employment ranked with concentration, annual pay, survey error, and suppression status preserved. | 50 | 100% | current | daily | May 15, 2026 | View table → |
Latest
Open full board →Current category leaders
| Rank | Entity | Published value | Movement | Confidence | Signal | Profile |
|---|---|---|---|---|---|---|
| 01 | Californiageography | 39,310 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 02 | Texasgeography | 25,860 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 03 | New Yorkgeography | 23,970 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 04 | Pennsylvaniageography | 13,810 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 05 | North Carolinageography | 11,430 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 06 | Illinoisgeography | 10,520 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 07 | Floridageography | 10,240 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 08 | Washingtongeography | 9,600 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 09 | Massachusettsgeography | 9,420 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 10 | Georgiageography | 9,260 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 11 | Virginiageography | 8,920 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 12 | Michigangeography | 7,360 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 13 | New Jerseygeography | 6,430 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 14 | Coloradogeography | 6,280 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 15 | Ohiogeography | 6,100 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 16 | Missourigeography | 4,730 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 17 | Arizonageography | 4,560 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 18 | Wisconsingeography | 4,370 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 19 | Utahgeography | 4,360 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 20 | Minnesotageography | 4,020 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 21 | South Carolinageography | 3,750 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 22 | Indianageography | 3,580 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 23 | Marylandgeography | 3,340 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 24 | Tennesseegeography | 2,790 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
| 25 | District of Columbiageography | 2,680 jobs | — | 100% | BLS OEWS reference period: May 2025. | Evidence → |
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