GES-C01 SnowPro Specialty: Gen AI Certification Exam Info and Questions Sharing

Understand Snowflake GES-C01 Exam Info

With the rapid expansion of AI workloads on Snowflake, the SnowPro Specialty: Gen AI certification has become one of the most relevant credentials for data engineers, AI practitioners, and enterprise developers working with Snowflake’s GenAI capabilities. This GES-C01 exam validates your ability to design, build, and operationalize AI and LLM solutions using Snowflake’s Cortex AI, Document AI, Snowpark Container Services, Model Registry, and governance tools.

Total Questions: 55
Question Types: Multiple Choice, Multiple Select, Interactive
Duration: 85 minutes
Language: English
Passing Score: 750 (Scaled 0–1000)
Registration Fee: $225 USD (India: $180 USD)

Key Domains Covered in GES-C01 Exam

Understanding the domain percentages helps you plan your study strategy:

1. Snowflake for Gen AI Overview (26%)

Architecture for GenAI workloads on Snowflake
Cortex AI building blocks
Model lifecycle in Snowflake
GenAI design patterns & performance considerations
Integrating Snowflake with external LLM providers

2. Snowflake Gen AI & LLM Functions (40%) – The Heaviest Section

Cortex Complete, Cortex Search, Vector functions
Embedding models and vector operations
Fine-tuning workflows
Calling internal and external LLMs
Cost management and performance tuning for LLM workloads

3. Snowflake Gen AI Governance (22%)

Data governance & secure access for AI
Model governance, lineage, and auditing
AI policies, PII management, and trust controls
Monitoring model usage and performance

4. Snowflake Document AI (12%)

Document ingestion and preprocessing
Training Document AI models
Evaluating & troubleshooting Document AI outputs
Deploying Document AI models to solve real business cases

How to Prepare for GES-C01 Exam?

Here are preparation tips based on candidate experience and domain coverage:

Practice Cortex functions and LLM calls directly in Snowsight
Hands-on usage drastically improves speed during the exam.

Build simple models using Snowpark Container Services
Know how to deploy, register, and version models.

Review governance topics
Particularly tags, masking, external access integrations, and model lineage.

Try Document AI workflows
Hands-on training + troubleshooting scenarios often appear in questions.

Use Snowflake documentation + hands-on labs
Focus especially on Cortex AI, LLM functions, vector search, and Document AI.

The SnowPro Specialty: Gen AI is one of the most future-proof certifications in the Snowflake ecosystem. It demonstrates not only your technical expertise with Snowflake’s GenAI stack but also your ability to build secure, governed, and scalable AI solutions in real enterprise environments.