Staff Engineer, Embedded AI Software Engineer
Tasks
- Build embedded AI deployment infrastructure
- Create model compilation and optimization pipelines
- Design AI model deployment tools
- Develop end to end model optimization workflows
- Develop profiling and performance optimization tooling
- Enable quantization pruning and layer fusion
- Generate hardware specific code for embedded platforms
- Implement hardware aware model design tools
- Prototype agentic AI workflows for model hardware co optimization
Perks/Benefits
- N/A
Skills/Tech-stack
AI | Apache TVM | Architecture Search | Autonomous Agents | Bare Metal | C# | C++ | CPUs | Computer Architecture | DSP | Deep learning | Embedded Linux | Hardware Aware Neural Architecture | Heterogeneous computing | Knowledge Distillation | Layer fusion | MLIR | Machine Learning | Model Deployment | NPU | Network Optimization | Neural Architecture | Neural Architecture Search | Neural Network | Neural Network Optimization | ONNX | ONNX Runtime | Profiling | Pruning | PyTorch | Python | Quantization | RTOS | TFLM | TVM | TensorFlow Lite | TensorFlow Lite Micro
Education
N/A
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