Machine Learning Engineer — Training Optimization
Tasks
- Build training infrastructure and checkpointing systems
- Evaluate and integrate training techniques
- Implement gradient checkpointing and memory optimization
- Improve distributed training approaches
- Monitor and improve training performance metrics
- Optimize large scale model training pipelines
- Profile and resolve performance bottlenecks
- Translate research concepts into production systems
- Tune optimizers and learning rate schedulers
Perks/Benefits
Skills/Tech-stack
BF16 | Backpropagation | Data parallelism | DeepSpeed | Distributed Training | FP16 | FP8 | FSDP | GPU Performance | GPU Training | Gradient Checkpointing | Learning Rate | Learning Rate Schedulers | Machine Learning | Megatron | Mixed Precision | Model Parallelism | Multi-GPU | Multi-GPU Training | Multi-node | Multi-node Training | Optimization Algorithms | Pipeline parallelism | PyTorch | Zero
Education
N/A
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