What are Scenario-Based CDMP Questions? Examples & How to Answer Them

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Scenario Question Examples by Knowledge Area

Knowledge Area	Scenario Type	Key Principle to Apply
Data Governance	Data quality issue crosses business domains	Escalate to data governance committee; data owner accountability
Data Quality	Report shows inconsistent customer counts	Root cause analysis; data profiling; quality dimension diagnosis
Metadata Management	Business users cannot find or understand data assets	Business glossary; data catalog; metadata standards
Master Data Management	Customer appears in 3 systems with different names	MDM golden record; survivorship rules; data stewardship
Data Modeling	New system needs to store customer and order data	Conceptual → logical → physical modeling sequence
Data Security	Analyst requests access to sensitive PII data	Least privilege; data classification; access request process

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