Senior Design Engineer

You will be responsible for the following tasks: - Bringing up, testing, and debugging neural networks using ML frameworks like TensorFlow, PyTorch, ONNX for Blaize-GSP. - Bringing up and enhancing TVM features. - Analyzing and enhancing efficiency & stability of neural networks. - Developing & maintaining Model Conversion Tool software stack for Blaize-GSP. - Performing Network Optimization, Node fusion, graph lowering, adding custom operations, profiling & performance fine-tuning. - Model Quantization. To qualify for this position, you should have: - MS or BS in computer science or Electronics. - 8-12 years of relevant experience or an equivalent combination of experience and education. Key skills and abilities required for this role include: - Hands-on experience in C, C++, Python, NumPy, ML frameworks like TensorFlow, PyTorch, ONNX and others. - Good knowledge of Linear algebra. - Knowledge of NWs optimization, graph lowering, and fine-tuning. - Good analytical skills. - Good understanding of algorithms, OOPS concepts, and SW Design Patterns. - Strong debugging skills. - Strong knowledge of TVM FW. - Experience or knowledge in HW Architecture is an added advantage. - Experience on full stack framework development like any of Multimedia frameworks, GStreamer, OpenVx, OpenMax, OpenGL, OpenGL-ES, Vulkan, Mesa, etc. is a plus. - Experience in driver development on Linux platform. - CLC/assembly compute kernels for the Blaize-GSP. Mandatory skills required for this role: - Hands-on experience in C/CPP, Python, NumPy, openCLC++. - Hands-on experience in ML frameworks like TensorFlow, PyTorch, and ONNX. - Hands-on experience in TVM.,