Senior GenAI Research Engineer - Optimization and Kernels
Mountain View, California; San Francisco, California
USD 166K-225K Senior-level Full Time
Tasks
- Apply memory optimization techniques
- Design and optimize GPU kernels for training workloads
- Drive model training performance improvements
- Implement distributed training frameworks
- Profile debug and optimize training workflows
Perks/Benefits
- N/A
Skills/Tech-stack
Activation checkpointing | Attention Mechanisms | CUDA | Collective operations | Data parallelism | DeepSpeed | Distributed Training | FSDP | Gradient Sharding | Gradient synchronization | Hyperparameter Tuning | Kernel Fusion | Megatron-LM | Mixed Precision | Mixed-precision training | NVIDIA GPU | NVProf | Nsight | Pipeline parallelism | PyTorch | PyTorch DDP | Python | Tensor Parallelism | Tensor cores | Zero
Education
Regions
Countries
States
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