Staff, Machine Learning Engineer (L4)
Tasks
- Build and maintain scalable machine learning solutions in production
- Build robust scalable batch and realtime data pipelines
- Build tools to enhance productivity
- Define and scope machine learning systems
- Design and architect large scale experiments and analysis
- Develop data products at global scale
- Implement automated testing for machine learning systems
- Mentor team and share knowledge
- Monitor model performance in production
- Perform code reviews
- Ship and maintain machine learning models
- Train and validate deep learning based models
- Train and validate statistical based models
Perks/Benefits
- Generous time off
- Healthcare
- Occasional travel
- Parental leave
- Remote work
- Retirement savings program
- Wellness leave
Skills/Tech-stack
AWS | Agile | Apache Spark | Batch Processing | Data Pipelines | Deep learning | DynamoDB | Hadoop | Kafka | Keras | MLOps | Machine Learning | Presto | PyTorch | Python | Real Time | Real-time Processing | TensorFlow | Time processing
Education
N/A
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