Ensure the smooth transition from functional prototypes to software products for next-gen algorithms that solve practical challenges in automotive radars including but not limited to high-resolution array angle estimation problem, MIMO waveform multiplexing / de-multiplexing algorithms, radar-on-radar interference mitigation, 2D and 3D object detection and classification, scene understanding, semantic and instance segmentation as well as NN model optimization, etc.
Involvement in activities of problem modeling, advanced mathematical algorithm development, prototyping (in Matlab, C / C++, ML frameworks, etc ), real-data validation with experimental systems, embedded software implementation, and system integration and testing tasks
Must have : Signal Processing Specialty : FMCW radar signal processing techniquesDSP, advanced linear algebra, detection and estimation theories, array processing, and modern sparse estimation techniques
Good to have : AI / ML Specialty : ML frameworks like PyTorch, Tensorflow including ML tools like tflite, and data formats like Protobufs, ONNXExperience with Ubuntu or any Linux based OSPython, C / C++
The Radar SDK team is recognized in NXP for the on time and high quality deliverables. We are a diversified and innovative team with high energy, an open collaboration environment and eagerness for continuous improvement.
The Radar SDK team collaborates with NXP teams from North America, Europe and Asia.
To be successful in this role you have :
University degree in a technical field such as : Electrical Engineering, Computer Science, Mechatronics Engineering or Computer Engineering.
Must haveExperience with radar algorithm optimizations in simulation environments.Experience with radar signal processing.
Experience in programming with Matlab.
Good to haveExperience developing software on embedded systems with an HLOS, cross-compilation.Experience in multi-disciplinary areas (Arm, SoC, Software enablement, Tools, Platform-HW, Linux, RTOS, Drivers etc.)
Furthermore, you are :
Skilled in oral and written communication in English.
Attentive to details, self-motivated and able to be a team player while working independently.
Experienced with multi-site and multi-cultural environments and able to travel as needed.