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Professional Machine Learning Engineer - Google Certified salary
The estimated average salary of Professional Machine Learning Engineer - Google is listed below:
- Europe: 97,000 EURO
- United States: 114,000 USD
- England: 87,200 POUND
- India: 8,580,000 INR
Reference: https://cloud.google.com/certification/guides/machine-learning-engineer
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Google Professional-Machine-Learning-Engineer Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Train and deploy models | 20% | - Configure training jobs and environments - Deploy models for online, batch, and streaming prediction - Implement generative AI deployment patterns - Use Vertex AI deployment features and infrastructure |
| Topic 2: Collaborate to manage data and models | 16% | - Address data privacy, compliance, and governance - Organize and prepare enterprise data
|
| Topic 3: Automate and orchestrate ML pipelines | 18% | - Automate retraining and model updates - Implement CI/CD for ML systems - Use Vertex AI Pipelines, TFX, and other orchestration tools - Design end-to-end ML workflows |
| Topic 4: Architect low-code AI solutions | 12% | - Design solutions using Vertex AI Studio, Model Garden, and Agent Builder - Apply responsible AI principles to low-code designs - Identify use cases for low-code/no-code AI tools |
| Topic 5: Scale prototypes into AI models | 18% | - Design and run experiments - Work with foundation models and generative AI techniques - Optimize model performance and generalization - Select appropriate model architectures and frameworks |
| Topic 6: Monitor and optimize AI solutions | 16% | - Troubleshoot and maintain production systems - Monitor model performance, fairness, and drift - Monitor data quality and pipeline health - Optimize cost, latency, and resource usage |





