Software Engineer in Machine Learning Infra, Recommendation Architecture (ByteDance Singapore)
Tasks
- Analyze user needs and design software solutions
- Build and maintain recommendation online services
- Build large-scale recommendation systems
- Develop and direct software testing and validation
- Develop computer and network software
- Integrate hardware and software systems and define specifications
- Optimize machine learning model infrastructure
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CUDA | CUDNN | Data Processing | Debugging | Deep learning | Distributed Systems | GPU Performance | GPU performance analysis | Go | High Availability | Linux | MLIR | MXNet | Model Inference | Model Optimization | Model Training | Offline data | Offline data processing | Online services | Performance Analysis | PyTorch | Recommendation Systems | TVM | TensorFlow | XLA
Education
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