Google Cloud · Official Blueprint · Last reviewed May 2026

PMLE Exam Domains & Blueprint

The official Google Cloud PMLE exam covers 6 domains. Domain weights tell you exactly how much of the exam each topic represents — and where to invest your study time.

PMLE Domain Weight Summary

#DomainWeightQuestions
1Architecting low-code ML solutions
%
2Collaborating within and across teams to manage data and models
%
3Scaling prototypes into ML models
%
4Serving and scaling models
%
5Automating and orchestrating ML pipelines
%
6Monitoring ML solutions
%

Detailed Domain Breakdown

%

Domain 1: Architecting low-code ML solutions

Covers the topics, concepts, and applied skills examined under the Architecting low-code ML solutions domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.

%

Domain 2: Collaborating within and across teams to manage data and models

Covers the topics, concepts, and applied skills examined under the Collaborating within and across teams to manage data and models domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.

%

Domain 3: Scaling prototypes into ML models

Covers the topics, concepts, and applied skills examined under the Scaling prototypes into ML models domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.

%

Domain 4: Serving and scaling models

Covers the topics, concepts, and applied skills examined under the Serving and scaling models domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.

%

Domain 5: Automating and orchestrating ML pipelines

Covers the topics, concepts, and applied skills examined under the Automating and orchestrating ML pipelines domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.

%

Domain 6: Monitoring ML solutions

Covers the topics, concepts, and applied skills examined under the Monitoring ML solutions domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.

How to Use Domain Weights in Your Study Plan

The heaviest domain on the PMLE is "Architecting low-code ML solutions" at null%. Start here and return to it regularly.

Allocate study time proportional to domain weight — a 25% domain deserves roughly 25% of your prep hours.

Never skip a low-weight domain. A 10% domain still represents 5–7 exam questions — enough to make the difference between pass and fail.

Use Courseiva domain analytics to track your accuracy per domain automatically. The system routes extra questions to your weak areas.

Practice every PMLE domain

Courseiva tracks your accuracy per domain automatically and routes you toward your weakest areas — no manual configuration needed.

PMLE Concept Guides