Snowflake SnowPro Specialty: Gen AI (GES-C01) Exam Questions 2026

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SnowPro Specialty: Gen AI certification validates expertise in leveraging Snowflake’s generative AI tools like Cortex for enterprise applications. This credential targets data professionals building AI-driven solutions on Snowflake’s secure platform.

Exam Overview

The SnowPro Specialty: Gen AI exam assesses specialized knowledge of Gen AI methodologies in Snowflake, including key concepts, features, and programming constructs. Candidates must demonstrate skills in Cortex Analyst, Agents, Search, fine-tuning, Snowflake Copilot, governance, security, and integrations via Model Registry and Snowpark . Prerequisites include an active SnowPro Associate: Platform or SnowPro Core certification, plus 1+ years of Gen AI experience with Snowflake, Python coding, data engineering, and SQL.​

Key Exam Domains for Snowflake SnowPro Specialty: Gen AI (GES-C01) Exam Questions

Snowflake structures the exam around practical, scenario-based questions covering these core areas:

• Gen AI Fundamentals: Cortex features for LLMs, RAG patterns, embeddings, vector search, and prompt engineering.

• Snowflake Tools: Copilot usage, Model Registry for external models, Snowpark workflows.

• Governance & Security: Data lineage, access controls, compliance in AI deployments.

• Integrations: Building apps with Gen AI, fine-tuning models on Snowflake data.

Expect interactive items and real-world examples in a short-to-moderate duration format.​

Preparation Resources

Official Snowflake resources form the foundation for success:

• Download the SnowPro Gen AI Study Guide for detailed objectives and sample questions.​

• Enroll in Snowflake University courses and Hands-On Essentials badges for practical training .

• Access practice exams from partners like VMExam or Certification Practice for realistic simulations.​

Supplement with GitHub study notes on Cortex and RAG for deeper insights.​

Who Should Certify?

Target roles include AI/ML engineers, data scientists, data engineers, and analysts with Snowflake experience. Earning this boosts careers in Gen AI engineering, especially for those optimizing enterprise data platforms. As Snowflake expands Gen AI capabilities, certified pros gain a competitive edge in 2025 job markets.​

Passing Tips for Snowflake SnowPro Specialty

Focus on hands-on labs in Snowflake’s sandbox to master Cortex functions and governance. Review updates via Snowflake’s certification portal, as exams evolve with platform releases. Aim for consistent practice to handle scenario-based challenges effectively

Know more about the exam here : https://learn.snowflake.com/en/certifications/snowpro-GenAI/

Checkout Other Snowflake Certification Exam Questions here : https://skillcertpro.com/product-category/snowflake/