Exam format
CDP Machine Learning Engineer Exam Format
Everything the official exam blueprint specifies: question count, time limit, scoring and the weight each domain carries. The Cloudera CDP Machine Learning Engineer certification validates expertise in designing, deploying, and operationalizing machine learning models on the Cloudera Data Platform (CDP). It covers the full ML lifecycle from data engineering to production monitoring, emphasizing MLOps and scalable pipelines. Candidates must demonstrate proficiency with CDP tools like Cloudera Machine Learning (CML), Apache Spark, Airflow, and MLflow. The exam focuses on practical skills for building robust ML systems that meet enterprise requirements for performance, governance, and reproducibility. Ideal for professionals seeking to advance their careers as ML engineers in big data environments.
- 45 questions
- 90 min
- 60% to pass
- 4 domains
Exam facts at a glance
What we know about this exam, and where the information comes from.
| Specification | Value |
|---|---|
| Questions | 45 |
| Time limit | 90 minutes (120s per question) |
| Passing score | 60% |
| Domains | 4 |
| Level | Associate |
| Question bank here | 45 questions |
| Source | Certilum's own record — the vendor does not publish this figure |
Official domain weights
The percentage of the exam each domain carries. Weight your revision by these numbers, not by what you find hardest.
| Domain | Weight | Topics | Practice Qs |
|---|---|---|---|
| Data Engineering for ML | 25% |
| 11 |
| Model Deployment and Serving | 25% |
| 11 |
| Machine Learning Pipeline Design | 30% |
| 14 |
| Machine Learning Operations (MLOps) | 20% |
| 9 |
The heaviest domain is Data Engineering for ML at 25%, and that is where lost points cost you the most. Certilum scores you per domain so you can see the difference between a knowledge gap and a formatting problem.
Note from the vendor record: Official price in the Cloudera Education store (USD, tax not included). No retake discount: each attempt is paid separately (7-day waiting period). Exam CDP-6001 (Cloudera Machine Learning Engineer). Official exam page
More about the CDP Machine Learning Engineer exam
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Frequently asked questions
Everything you need to know about the CDP Machine Learning Engineer exam.
