Sample of 25 changed picks + 5 unchanged for a sanity check. The full pilot output is in vacancy_data.minerva_reclassify_results (1000 rows from the 2026-06-17 run).
Headline: 985/1000 ok, 15 sentinel (invalid/too_broad jobtitles), 0 errors. Of the 985 picks: 420 kept the current minerva, 565 changed (~57%).
For each row mark new ✓ / current ✓ / neither — should be X in the Verdict column.
| # | language | jobtitle_ai | jobtitle_cleaned | current minerva | new minerva | new isco | new jobfeed | Verdict |
|---|---|---|---|---|---|---|---|---|
| 1 | nl | Technisch Logistiek Support Administrator | Technical & Logistic Support Administrator | 228 | 12197 | 4225 | 4844 | |
| 2 | nl | Systeem Engineer Beveiligingssystemen | Security Systems Engineer | 8169 | 8159 | 2529 | 5873 | |
| 3 | nl | Vrijwillig Maatje | Volunteer Companion | 4732 | 4735 | 5162 | 4342 | |
| 4 | nl | Allround Onderhoudstechnicus | Allround Maintenance Technician | 6260 | 8555 | 7233 | 4228 | |
| 5 | nl | Lid Raad van Toezicht | Supervisory Board Member | 11084 | 11085 | 1120 | 1730 | |
| 6 | nl | Monteur Leidingsystemen | Pipe Systems Technician | 5725 | 2342 | 7126 | 866 | |
| 7 | nl | Allround Metaalmedewerker | Allround Metalworker | 5559 | 5556 | 7213 | 1438 | |
| 8 | en | MRI Medical Physicist | MRI Medical Physicist | 7655 | 4337 | 2212 | 3843 | |
| 9 | nl | Assistent Bedrijfsleider | Assistant Store Manager | 732 | 788 | 1420 | 868 | |
| 10 | nl | Warmtepomp Monteur | Heat Pump Installer | 8282 | 2108 | 7126 | 2834 | |
| 11 | nl | Allround Watersport Monteur | Watersport Mechanic | 4955 | 11350 | 7233 | 2518 | |
| 12 | nl | Medewerker Verbijzonderde Interne Controle | Internal Control Officer | 5243 | 5244 | 3313 | 2527 | |
| 13 | nl | Assistent Dienstverlening | Service Assistant | 5363 | 5086 | 5131 | 1429 | |
| 14 | nl | AUT-Operator | AUT Operator | 6273 | 6272 | 8160 | 5233 | |
| 15 | nl | Datacenter Host | Datacenter Worker | 2176 | 6206 | 3511 | 849 | |
| 16 | nl | Service Monteur | Service Technician | 2985 | 5761 | 7233 | 2882 | |
| 17 | nl | Assistent Bedrijfsleider | Assistant Manager | 732 | 795 | 1420 | 5231 | |
| 18 | nl | Senior Adviseur Informatiehuishouding | Senior Information Management Advisor | 334 | 336 | 2511 | 401 | |
| 19 | en | Accounts Payable Officer | Accounts Payable Officer | 5160 | 3045 | 4311 | 2522 | |
| 20 | nl | Projectmanager Online Marktonderzoek | Online Market Research Project Manager | 7509 | 12187 | 2165 | 4795 | |
| 21 | nl | Projectmanager | Project Manager | 7465 | 4883 | 1321 | 5529 | |
| 22 | nl | Projectleider Hoveniers | Landscape Project Manager | 11729 | 7397 | 6113 | 4759 | |
| 23 | nl | Medewerker Klantcontactcentrum | Customer Contact Center Employee | 5251 | 5253 | 4222 | 1260 | |
| 24 | nl | Marketing & Communicatie Medewerker | Marketing and Communications Specialist | 4996 | 4995 | 2431 | 4310 | |
| 25 | nl | Teamleider Rioolservice | Team Leader | 7831 | 4932 | 1349 | 1713 |
| # | jobtitle_ai | jobtitle_cleaned | minerva kept | Verdict |
|---|---|---|---|---|
| 1 | Gastvrouw/Gastheer | Host/Hostess | 3530 | |
| 2 | MBO-Verpleegkundige | MBO Nurse | 9605 | |
| 3 | Zorgcasemanager | Care Case Manager | 9966 | |
| 4 | Senior Document Controller | Senior Document Controller | 2615 | |
| 5 | GZ Psycholoog | GZ Psychologist | 3385 |