Senior Machine Learning Engineer
Core
Senior Machine Learning Engineer responsible for productionizing ML models, automating workflows, and integrating solutions into existing systems.
Role type
Senior IC machine learning engineer (production & MLOps)
Builds
Production-ready ML models, automated ML workflows, and internal tools/platforms
Domain
Cloud computing, predictive analytics, and enterprise software
Deliverable
production ML models
Required skills
Machine learning model training and deployment, cloud computing (deploying/managing/securing), predictive analytics, machine learning frameworks (PyTorch, TensorFlow, Keras), software development, data cleaning and preprocessing, model monitoring and troubleshooting, code review, version control, CI/CD practices
Preferred skills
Data security and privacy regulations knowledge, bias and fairness mitigation, stakeholder collaboration, technical documentation
Technologies
PyTorch, TensorFlow, Keras, Oracle, Cloud ETL
Responsibilities
Implement and scale ML models for production, automate ML workflows from ETL to deployment, monitor deployed models and troubleshoot independently, integrate ML models into existing systems, write efficient and maintainable code, manage timelines and deliverables, maintain professional documentation, collaborate with cross-functional teams
Seniority
Senior, hands-on IC
