Engineering Manager, ML Performance
Sunnyvale, CA, USA; Kirkland, WA, USA
USD 207K-301K Senior-level Full Time
Tasks
- Achieve performance for customer launches
- Co design TPU friendly models
- Collaborate on custom kernel development
- Drive compiler and runtime optimizations
- Identify ML performance opportunities using benchmarks
- Lead software engineers to deliver ML training and serving benchmarks
- Participate in TPU hardware algorithmic innovation
Perks/Benefits
- N/A
Skills/Tech-stack
Auto sharding | Benchmarking | CUDA | CUDA Performance | Compiler optimization | Computer Architecture | Data Processing | Debugging | Fine Tuning | GPU | JAX | Kernel tuning | LoRA | ML performance | ML performance analysis | MLIR | Machine Learning | Model Deployment | Model Evaluation | OpenXLA | Performance Analysis | PyTorch | Quantization | Sparsity | Speculative decoding | TPU | Tensor Processing Unit | Tensor processing | Triton | VLLM
Education
Regions
Countries
States
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