Engineering Manager, Machine Learning
Tasks
- Build and productionize machine learning systems
- Collaborate with product managers to define system scope
- Conduct code reviews and automated testing
- Develop and deploy machine learning models
- Drive DevOps practices for ML systems
- Enable multi task deep learning and statistical model pipelines
- Ensure model robustness and scalability
- Implement machine learning algorithms
- Implement monitoring, logging, and alerting
- Lead machine learning engineering team
- Mentor and share knowledge with team
- Review designs and drive model launch
- Work with data platform teams for batch and real time pipelines
Perks/Benefits
- Cell phone reimbursement
- Healthcare
- Hybrid work
- Internet reimbursement
- Learning and development stipend
Skills/Tech-stack
Alerting | Architectural patterns | Automated testing | Batch Data Processing | Batch data | Code review | Data Processing | Deep learning | DevOps | Logging | Machine Learning | Machine Learning Pipelines | Model Monitoring | Model Robustness | Multimodal Learning | Real Time | Real-time Data | Real-time Data Processing | Statistical modeling | System logging
Education
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