Staff Embedded ML/DSP Systems Engineer (Audio Engineering)
Tasks
- Architect deployment pipelines for compact audio AI models
- Collaborate on audio ASIC system architecture definition
- Define DSP NPU partitioning strategies
- Design model compression and quantization workflows
- Develop bit exact reference models
- Develop signal processing algorithms for beamforming and spatial filtering
- Mentor engineers in embedded optimization and deployment best practices
- Optimize fixed point signal processing and neural network kernels
- Own simulation to RTL validation flows
- Profile and optimize inference performance
Perks/Benefits
Skills/Tech-stack
ASIC | Array signal processing | Beamforming | Bit Exact Modeling | C# | DMA | DSP | Deep learning | Embedded Systems | Fixed point | MATLAB | Machine Learning | Memory Optimization | Model Compression | NPU | ONNX | PTQ | Profiling | PyTorch | Python | QAT | Quantization | RTL | SIMD | Signal Processing | Simulation | TFLite | TensorFlow
Education
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