What are the responsibilities and job description for the Radar Systems GPU SW Engineer position at Aptiv?
Join Aptiv, a global leader in radar technology, revolutionizing the automotive industry with innovative solutions. Our radar development team pioneers cutting-edge advancements that redefine safety and performance standards worldwide.
Job Description:
We are seeking an experienced Automotive GPU Programmer specializing in Radar Signal Processing to join our team. This role involves developing and optimizing GPU-accelerated algorithms for automotive radar systems, supporting advanced driver-assistance systems (ADAS) and autonomous driving capabilities. The ideal candidate will have a deep understanding of GPU programming, radar signal processing, and automotive system requirements.
Responsibilities
Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.
Job Description:
We are seeking an experienced Automotive GPU Programmer specializing in Radar Signal Processing to join our team. This role involves developing and optimizing GPU-accelerated algorithms for automotive radar systems, supporting advanced driver-assistance systems (ADAS) and autonomous driving capabilities. The ideal candidate will have a deep understanding of GPU programming, radar signal processing, and automotive system requirements.
Responsibilities
- Algorithm Development: Design, implement, and optimize radar signal processing algorithms for GPU-based platforms in automotive applications.
- Performance Optimization: Utilize GPU parallelism and memory management techniques to optimize radar processing algorithms, ensuring real-time performance and low-latency processing.
- Integration & Testing: Work closely with cross-functional teams to integrate and test radar processing algorithms within ADAS and autonomous driving systems.
- System Debugging & Troubleshooting: Diagnose and resolve performance bottlenecks, bugs, and issues related to radar processing on GPU platforms.
- Collaborative Development: Collaborate with radar system engineers, hardware teams, and software developers to align on requirements and deliver high-performance solutions.
- Documentation: Develop and maintain technical documentation, code comments, and relevant guides to ensure clear communication across teams.
- Education: Master’s degree in Computer Science, Electrical Engineering, or a related field.
- Experience: 3 years of experience in GPU programming and radar signal processing for automotive or related industries.
- GPU Programming: Expertise in CUDA with a focus on real-time processing.
- Radar Signal Processing: Strong knowledge of radar algorithms (FFT, Doppler processing, CFAR, etc.) and experience with radar sensor data.
- Automotive Standards: Familiarity with ADAS standards (e.g., ISO 26262, AUTOSAR) and radar system requirements.
- Programming Languages: Proficiency in C/C , Python, and MATLAB.
- Debugging & Profiling Tools: Experience with GPU profiling and debugging tools like Nsight, PerfHUD, or similar tools.
Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.
