Machine Learning Performance Engineer, Annapurna Labs
Tel Aviv-Yafo, Tel Aviv, ISR
ILS 139K-180K (estimate) Mid-level Full Time
Tasks
- Analyze high performance ML workloads on accelerator hardware
- Build and maintain innovative software solutions
- Create performance metrics
- Develop high performance kernels for ML operations
- Enhance Neuron SDK
- Implement automation to improve performance
- Implement compiler enhancements
- Improve instruction scheduling
- Improve memory management
- Optimize ML system performance across software stack
- Optimize parallelism
- Participate in design discussions and code reviews
- Perform root cause analysis of software defects
- Resolve performance, durability, cost and security issues
Perks/Benefits
Skills/Tech-stack
C++ | Co-design | Compiler optimization | Hardware-Software Co-design | Hardware/software | Instruction scheduling | JAX | Kernel optimization | LLM | Machine Learning | Memory Management | Parallelism | PyTorch | Python | Software Co-design | TensorFlow
Education
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