Professional Machine Learning Engineer

Build, deploy, and monitor production ML and generative AI solutions on Gemini Enterprise Agent Platform, and track your readiness for the Professional Machine Learning Engineer exam.

Expert

Prepare and test your skills

Expert

Prepare and test your skills

Google Cloud feature

Vertex AI endpoints

Topic in 1 exam domain

X LinkedIn Facebook Reddit

Endpoints in Vertex AI used to host custom models or foundation models for generative AI reasoning.

Where this appears on the exam

1 objective in 1 of 6 domains

Domain 5
Automating and orchestrating ML pipelines
~18% of exam
1. 5.2Automating model retraining
  - Deploying models in continuous integration, continuous delivery, and continuous training (CI/CD/CT) pipelines (e.g., Cloud Build)

How learners score on this topic

Last updated October 16, 2026

Professional Machine Learning Engineer

Build, deploy, and monitor production ML and generative AI solutions on Gemini Enterprise Agent Platform, and track your readiness for the Professional Machine Learning Engineer exam.

Expert

Prepare and test your skills

Expert

Prepare and test your skills

Google Cloud feature

Vertex AI endpoints

Topic in 1 exam domain

X LinkedIn Facebook Reddit

Endpoints in Vertex AI used to host custom models or foundation models for generative AI reasoning.

Where this appears on the exam

1 objective in 1 of 6 domains

Domain 5
Automating and orchestrating ML pipelines
~18% of exam
1. 5.2Automating model retraining
  - Deploying models in continuous integration, continuous delivery, and continuous training (CI/CD/CT) pipelines (e.g., Cloud Build)

How learners score on this topic

Last updated October 16, 2026