Google Cloud Professional Machine Learning Engineer practice questions and study topics

Exam details

Official exam duration

120 minutes

Official question count

50–60

Official passing score

Not published for this exam

Practice questions

120 questions across two practice tests

Exam fee

$200 USD (before applicable taxes)

Exam topics

• Architecting low-code AI solutions 13%
• Collaborating within and across teams to manage data and models 16%
• Scaling prototypes into ML models 21%
• Serving and scaling models 20%
• Automating and orchestrating ML pipelines 18%
• Monitoring AI solutions 13%

Practice format

Practice includes questions, explanations, and two mock tests. Interactive tasks and provider labs are not simulated.

Published exam question formats: Multiple choice, Multiple select.

Study notes and exam details

• The June 1, 2026 English exam guide includes Gemini Enterprise Agent Platform. Google does not publish a passing percentage. The guide includes explanation objectives; the linked Vertex Explainable AI service documentation states deprecation from March 16, 2026 and loss of access on or after March 16, 2027. Check current supported capabilities and migration options.

Official references

• Official certification details
• Reference source 2
• Reference source 3