73 stackexchange-grounded, 516 model-knowledge (ESCO-seeded gemma3), 0 review_needed (calibration caveat documented). Adapters rebuilt with the full competence sets; final REPORT numbers; all verify checks pass. Known gap: engineering-manager lacks an ESCO package counterpart. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
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esco_uri, esco_label, relation, onet_soc, source, confidence, qa_count, generator, generated
| esco_uri | esco_label | relation | onet_soc | source | confidence | qa_count | generator | generated |
|---|---|---|---|---|---|---|---|---|
| http://data.europa.eu/esco/skill/33a82b83-c838-4889-ae62-fae1317481eb | protect personal data and privacy | optional | 15-1242.00 | model-knowledge | high | 0 | gemma3:27b (prompt-designed and spot-checked by Claude) | 2026-07-10 |
protect personal data and privacy — Database Administrator
As a Database Administrator, 'protecting personal data and privacy' isn’t abstract – it’s woven into almost every task. It means going beyond basic security like firewalls. Daily, you'll be implementing access controls (limiting who sees what data), masking or anonymizing sensitive fields (like credit card numbers or health information) during development/testing, and auditing database activity to detect unusual access patterns. Tools include native database features for encryption (TDE - Transparent Data Encryption), row-level security, dynamic data masking, and integration with data loss prevention (DLP) solutions. You're not just protecting the database; you’re safeguarding individuals.
Weitere Anreicherung
Stage-2 source for future practitioner grounding: arXiv cs.SE (software-engineering preprints).