How to become a Machine Learning Engineer
Machine Learning Engineers design, build, deploy, and operate machine learning systems that solve business and product problems. The role combines software engineering, model development, data pipelines, cloud infrastructure, evaluation, monitoring, and collaboration with product, data science, and backend teams.
Top Skills Required
- Python
- Machine learning
- Deep learning
Education & Certifications
Typical: Bachelor's degree in Computer Science, Computer Engineering, Mathematics, Physics, Data Science, or a related technical field.
Alternative paths:
- Master's degree in computer science, mathematics, physics, or a related technical field
- Equivalent practical experience
- Demonstrated experience shipping production machine learning systems