AI/ML Staff Software Engineer
USA - Texas - Richardson, United States
USD 106K-184K Senior-level Full Time
Tasks
- Analyze hardware performance for AI ML workloads
- Collaborate with CPU SoC memory and compiler runtime teams
- Define software metrics and measurement for pre silicon estimation
- Identify compute throughput and memory bandwidth bottlenecks
- Lead workload characterization for AI ML systems
- Mentor junior engineers on performance architecture tradeoffs
- Present technical recommendations to leadership
- Project system level KPIs for SoC architecture
- Recommend architectural changes and optimization investments
- Select representative workloads and define measurement methodology
- Use MLIR and IREE to implement and validate AI ML tooling
Perks/Benefits
- N/A
Skills/Tech-stack
Artificial Intelligence | CPU architecture | DDR | DSP | Graph lowering | Hardware Architecture | IREE | Inference acceleration | LPDDR | MLIR | Machine Learning | Matrix Extensions | Memory bandwidth | Model Quantization | NPUs | Order execution | Out-of-order | Out-of-order execution | Power Management | RISC-V | SoC Architecture | Sparsity | Systems engineering | TFLite | TVM | Tensor Compilation | Vector SIMD | Vector extensions
Education
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