1 Data and Feature Engineering 30%

2 Machine Learning and AI 35%

3 Model Deployment and Production 20%

4 Governance and Security 15%

Question TypesMultiple Choice, Multiple Select

FormatLinear

Online ProctoringAvailable

ID RequirementsOne valid, government-issued photo ID with full name and photo. Name must match registration exactly.

RenewalRequired -- Recertify by passing the current version of the exam before expiry. Certifications valid for 2 years.

PrerequisitesSnowPro Core Certification strongly recommended (recommended)

Retake Policy14-day waiting period after failed attempt. Full exam fee required for each retake.

LanguagesEnglish

SnowPro Advanced: Data Scientist (DSA-C01) (DSA-C01) Exam Blueprint