Databricks Certified Generative AI Engineer Associate

Ready to prove your generative AI chops? The Databricks Certified Generative AI Engineer Associate exam tests your ability to design and deploy next-generation LLM solutions on the Databricks Lakehouse platform. You’ll tackle everything from breaking down complex requirements and choosing the right models, to building RAG applications with Vector Search, Model Serving, MLflow, and Unity Catalog. The 45-question, 90-minute proctored exam costs $200. While there are no hard prerequisites, Databricks recommends at least six months of hands-on generative AI experience to maximize your odds of success.

🎯 Who is the perfect candidate for the Generative AI Engineer Associate certification?

This certification is ideal for software engineers, data engineers, and ML practitioners who:

Have no formal prerequisites blocking them—everyone from beginners to seasoned pros can start here.
Bring at least six months of hands-on experience designing and implementing generative AI solutions, ensuring they’re ready to tackle real-world challenges.

If you’ve built prompt pipelines, experimented with LLM-powered apps, or managed workflows in Python or SQL, this badge is your next 🚀 step.

🔍 What exactly does the assessment cover?

You’ll face 45 multiple-choice questions across six core domains:

Design Applications – 14 %
Data Preparation – 14 %
Application Development – 30 %
Assembling & Deploying Apps – 22 %
Governance – 8 %
Evaluation & Monitoring – 12 %

Under the hood, you’ll demonstrate mastery of Databricks-specific tools like:

Vector Search for semantic similarity
Model Serving to deploy LLMs
MLflow for end-to-end lifecycle management
Unity Catalog for data governance

🛠️ How can you effectively prepare and register?

Preparation steps:

👉 Review the official exam guide to map out every topic you need to master.
📚 Take the related training (instructor-led or self-paced through Databricks Academy) to solidify your skills.
🔄 Study gaps, revisit the guide, and practice sample problems.

Registration:

Log in or create an account on the exam delivery platform to register for $200.
Complete a quick system check and review technical requirements before exam day.

⬇️ The bottom line

This certification isn’t just a badge—it’s proof you can design, build, and govern end-to-end generative AI solutions on Databricks. Whether you’re aiming to stand out in your next performance review or unlock new career opportunities, earning the Generative AI Engineer Associate certification demonstrates hands-on expertise with cutting-edge tools and best practices. Ready to get started? 🚀

Check out the Databricks certification page

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