Exam Name: Google Professional Machine Learning Engineer
Certification Provider: Google
Corresponding Certification: Google Cloud Certified
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Check Updated on: Jul 18, 2026
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Career Bonuses
The Google Professional Machine Learning Engineer certification proves that the successful candidates possess sufficient knowledge and skills to design and create scalable solutions for optimal performance. Some of the job roles that these individuals can consider include a Data Engineer, a Senior Data Engineer, a Machine Learning Engineer, a Technical Solutions Engineer, a Software Engineer, and a Cloud Infrastructure Engineer, among others. The median salary that the certificate holders can count on is around $140,000 per annum.
Reference: https://cloud.google.com/certification/guides/machine-learning-engineer
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What is the duration, language, and format of Professional Machine Learning Engineer - Google
- Duration of Exam: 120 minutes
- Language of Exam: English, Japanese, Korean
- Type of Questions: Multiple choice (MCQs), multiple answers
- No negative marking for wrong answers
Google Professional-Machine-Learning-Engineer Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: ML pipeline automation and orchestration | - Pipeline design
|
| Topic 2: ML model development | - Evaluation
|
| Topic 3: Deployment and operations | - Monitoring and maintenance
|
| Topic 4: Data preparation and processing | - Data ingestion and pipelines
|
| Topic 5: Designing ML solutions | - Framing ML problems
|
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