Lead Software Engineer - Machine Learning
Tasks
- Build ML data pipelines
- Build scalable ML APIs
- Design end to end ML pipeline architecture
- Implement active feedback loops
- Implement automated deployment
- Implement cross validation
- Implement monitoring for model performance metrics
- Implement monitoring for system health
- Lead Proof of Concept execution
- Lead cross-functional technical alignment
- Optimize ML API services for low latency
- Own feature delivery lifecycle from requirements to deployment
- Translate research models into production code
Perks/Benefits
- N/A
Skills/Tech-stack
Cross-validation | Data Pipelines | Distributed Systems | Low Latency | MLOps | Machine Learning | Machine learning model deployment | Microservices | Model Deployment | Model Monitoring | Python | REST APIs | SQL | System monitoring
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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