Staff Engineer (ML Engineer)
Tasks
- Analyze model subgraphs
- Benchmark model performance
- Create targeted tests
- Debug correctness issues
- Debug performance regressions
- Report benchmarking results
- Run automated benchmarking pipelines
- Run open source models
- Test model behavior
- Validate attention mechanisms
- Validate distributed execution
- Validate machine learning stack
- Validate numerical precision
- Validate quantization
Perks/Benefits
- Collaboration Focused Office Space
- Flexible work arrangement
- Free food
- Health cash plan
- Income protection
- Life assurance
- Matched pension
- Unlimited annual leave
Skills/Tech-stack
Attention Mechanisms | Distributed Computing | JAX | Linux | Machine Learning | Model Benchmarking | Neural Networks | Numerical precision | Performance optimization | PyTorch | Python | Quantization | TensorFlow | Triton
Education
N/A
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