Certified Generative AI Engineer Associate
Certified Generative AI Engineer Associate
An Associate-level exam on the Databricks Generative AI track, covering LLM Fundamentals, Prompt Engineering, RAG Architecture, and more, rated Medium in difficulty, recommended for candidates with at least 6 months of hands-on experience, consisting of 45 questions in 90 minutes. Prepare with professionally curated practice questions and walk into exam day with confidence.
One-time payment · 80+ questions · Instant PDF download
Exam Details
- Time Limit
- 90 min
- Passing Score
- 70%
- Exam Questions
- 45
- Exam Fee
- $200
- Format
- multiple-choice
- Difficulty
- Medium
- Exp. Needed
- 6 months
- Cert Valid
- 2 yr
- Free Questions
- 20
- Languages
- English
What the Certified Generative AI Engineer Associate Exam Covers
5 official domains
LLM Fundamentals 20%
Prompt Engineering 20%
RAG Architecture 20%
Model Serving and Deployment 20%
Evaluation and Monitoring 20%
Who Should Take This
Certified Generative AI Engineer Associate target roles
Certification Path
Associate · Databricks Generative AI
| Prerequisites | None |
|---|---|
| Current Exam | Certified Generative AI Engineer Associate |
Certified Generative AI Engineer Associate exam guide
How hard is the Certified Generative AI Engineer Associate exam?
The Certified Generative AI Engineer Associate is rated medium in difficulty, most candidates prepare with at least 6 months of hands-on experience. Difficulty varies with your existing hands-on practice, so use the sample questions on this page to gauge where you stand before booking the real test.
How long should you study for the Certified Generative AI Engineer Associate?
A practical plan for this difficulty level is 8–12 weeks of focused study at one to two hours a day. Split the time across the official domains below, finish each domain with practice questions, and reserve the final two weeks for full-length timed practice and review of missed questions.
What is the Certified Generative AI Engineer Associate exam format?
Expect around 45 questions, 90 minutes to complete, formats include multiple-choice, the official exam fee is $200 USD. It is offered in English. Check your local testing provider for delivery options and any regional pricing differences.
Who should take the Certified Generative AI Engineer Associate exam?
This is a associate-level certification, typical target roles include ai engineer, ml engineer, generative ai specialist. If the role you are aiming for appears on that list, the credential is a direct investment in your next job move rather than a general-purpose certificate.
What comes after the Certified Generative AI Engineer Associate?
this exam sits on the Databricks Generative AI track. Map the whole path before you start studying so each certificate builds on the previous one instead of repeating the same ground.
How do you renew the Certified Generative AI Engineer Associate certification?
The certification remains valid for 2 years, renewal is possible via pass current exam version. Plan the renewal before the expiry date so the credential never lapses on your CV or job application.
Certification FAQ
Other ways to test for Certified Generative AI Engineer Associate
20 free questions available — two ways to use them.
Related Databricks Exams
Ready to Ace the Certified Generative AI Engineer Associate?
Unlock 80+ Certified Generative AI Engineer Associate questions in PDF format, or start with 20 free questions right now.