Senior Machine Learning Engineer (Simulation)
Tasks
- Architect simulation platform
- Build digital twin of marketplace
- Build simulation SDKs
- Conduct software performance analysis
- Design simulation flow for policy designs
- Develop optimization and control models
- Develop reinforcement learning models
- Integrate feedback loops for policy search
- Participate in code and design reviews
- Perform capacity and demand planning
- Perform costing tuning and optimization
- Run hundreds of thousands of simulations per day
Perks/Benefits
- Birthday leave
- Flexible work arrangements
- Medical insurance
- Parental leave
- Term life insurance
- Volunteering leave
Skills/Tech-stack
Apache Spark | Blocking I/O | Cats Effect | Concurrent programming | Control Theory | Data Processing | Distributed data | Distributed data processing | Golang | I/O | Machine Learning | Microservices | Model Deployment | Model Monitoring | Non-blocking I/O | Optimization | PyTorch | Python | Ray | Reinforcement Learning | Scala | TensorFlow
Education
N/A
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