PMLE Exam Map

The Professional ML Engineer guide has six sections: architecting low-code ML solutions; collaborating across teams to manage data and models; scaling prototypes into models; serving and scaling models; automating & orchestrating pipelines; and monitoring ML solutions.

Google doesn't publish weights, but serving, pipelines, and monitoring dominate — PMLE is the most MLOps-heavy of the three certs. Expect ~50–60 questions in 2 hours, and some reference case studies: fictional companies whose constraints you must read first.