An overview of what this certification covers
The Professional Machine Learning Engineer exam assesses the candidate's ability to design, build, productionize, and manage machine learning models and generative AI solutions on Google Cloud using Vertex AI, BigQuery ML, and complementary services. It covers low-code AI solution architecture, cross-functional data and model collaboration, prototype-to-production scaling, model serving and scaling, pipeline automation and orchestration, and monitoring of AI solutions. The current revision incorporates generative AI tasks, Model Garden, Vertex AI Agent Builder, and other items reflecting the platform's transition toward the Gemini Enterprise Agent Platform.
What to expect on exam day
Note: Exam specifications, pricing, and validity are subject to change. Always verify the most up-to-date information on the official provider's page before scheduling your exam.
Everything you need to pass
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The Google Cloud Platform - Professional Machine Learning Engineer exam contains 60 questions and lasts 120 minutes. Always confirm the latest exam blueprint on the official page before scheduling.
The passing score is 68%.
You get 120 minutes to complete the exam. The MyCertStack exam simulator uses the same time budget so you can build pacing under realistic pressure.
The official exam fee is $200 USD at the time of writing. Pricing can vary by region and is set by Google Cloud (GCP) — always confirm on the official page.
The certification is valid for 2 years from the date you pass. After that, you'll need to recertify to keep your credential current.
No. MyCertStack provides original practice questions, sample exam questions, and a realistic exam simulator written by our team to mirror the style and difficulty of the real exam. They are not dumps and are not the actual questions used by Google Cloud (GCP).
Work through the structured study material chapter by chapter, then drill the practice zone for each topic until you consistently score above the passing threshold. Finish with at least two full exam simulations under timed conditions before sitting the real exam.