Sr Software Engineer, AI Tools – AI/ML Compiler
San Diego, California, United States of America
USD 140K-211K Senior-level Full Time
Tasks
- Collaborate with optimizer and adjacent teams
- Compare numerical outputs with tolerance thresholds
- Coordinate with quantization and model preparation engineers
- Create unit tests for optimization passes
- Develop pattern matching for ONNX subgraphs
- Extend optimization passes for new operator patterns
- Implement ONNX graph optimization passes
- Maintain test fixtures for optimization coverage
- Validate optimized models with ONNX Runtime
- Write graph rewrites preserving correctness and metadata
Perks/Benefits
- N/A
Skills/Tech-stack
BFS | DFS | Dataflow analysis | Dead Code Elimination | Fixed Point Iteration | Fixed point | Graph optimization | Graph rewriting | Model Inference | ONNX | ONNX Runtime | Operator fusion | Pattern matching | PyTorch | Python | Quantization | Topological Sorting
Education
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Countries
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