Professional ML Engineer
PMLEQuick Answer
Professional ML Engineer is a professional certification from Google Cloud that costs $200 and takes 150–220 hours to prepare for. The Professional Machine Learning Engineer validates the ability to design, build, and productionize ML models on Google Cloud using Vertex AI.
Exam details are sourced from official vendor documentation. Some vendors do not publish passing scores publicly. Always verify current requirements at the official exam page before registering.
About This Certification
The Professional Machine Learning Engineer validates the ability to design, build, and productionize ML models on Google Cloud using Vertex AI. It covers data preparation, model training, MLOps, responsible AI, and deploying scalable ML systems on GCP.
Who It's For
ML engineers and data scientists with hands-on model development experience who are operationalizing ML workflows on GCP. Requires working knowledge of ML theory and the Vertex AI platform.