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skillfactor-pipeline/adapters/claude/dist/database-administrator/competences/mdx.md
skillfactor-pipeline 6b3b2abe4f feat(knowledge): competence layer complete - 589 files across 9 professions
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
2026-07-10 06:13:31 +02:00

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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/1b7c716e-af95-4cda-a42f-6479c8b139f5 MDX optional 15-1242.00 model-knowledge high 0 gemma3:27b (prompt-designed and spot-checked by Claude) 2026-07-10

MDX — Database Administrator

As a Database Administrator, MDX isn't about transactional data like SQL; its about analyzing that data after it's been aggregated into multi-dimensional cubes typically within Microsoft Analysis Services (SSAS). Think of SQL as building the house, and MDX as inspecting the blueprints to understand how everything fits together. Daily tasks involve writing MDX queries to validate cube design, troubleshoot slow query performance within the cube, or create calculated members for KPIs that aren't directly stored in the source data. Youll be asked things like 'Why is our sales forecast off?' and MDX lets you slice and dice the data to pinpoint the root cause often revealing issues with aggregation logic or dimension hierarchies.

Weitere Anreicherung

Stage-2 source for future practitioner grounding: arXiv cs.SE (software-engineering preprints).