Job Description
Job Overview
We are seeking a Machine Learning software engineer with embedded experience to develop and deliver novel embedded AI solutions for infotainment and ADAS/Autonomous Driving.
Key Responsibilities
- Design and implement core components of the ML runtime framework for inference on embedded systems.
- Collaborate with compiler, hardware, and model teams to co-design efficient execution paths for AI workloads.
- Develop and maintain C++ code for runtime kernels and system-level integration.
- Develop tools to assist with performance profiling and debugging of quantized model accuracy.
- Analyze and improve runtime behavior using profiling tools and hardware counters.
- Support deployment of models from popular ML frameworks (Onnx, TensorFlow, PyTorch) onto Qualcomm’s inference stack.
- Challenge the status quo and drive innovations to be best-of-class.