软件工程师 - 模型训练基础建设
Tasks
- Build model training pipeline
- Create logging and performance monitoring
- Develop automation scripts
- Develop data processing
- Implement distributed training
- Implement mixed precision training
- Improve GPU utilization
- Optimize training framework performance
- Resolve training performance bottlenecks
- Tune deep learning models
Perks/Benefits
- N/A
Skills/Tech-stack
CI/CD | Containerization | Data Preprocessing | Deep learning | DeepSpeed | Distributed Training | Docker | Horovod | Kubernetes | Linux | MLOps | MLflow | Performance Tuning | PyTorch | Python | Shell | TensorBoard | TensorFlow | Weights and Biases
Education
N/A
Roles
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