Expert Embedded Radar AI/ML Engineer Aptiv

2.0 - 6.0 years

0 Lacs

karnataka

On-site

As an Embedded Radar AI/ML Engineer at Aptiv, you will play a crucial role in developing cutting-edge perception systems essential for autonomous vehicles. Your primary responsibility will involve designing and implementing state-of-the-art radar and AI/ML technologies on embedded platforms to create market-leading perception solutions that support Advanced Driver Assistance Systems (ADAS) and Autonomous Driving (AD) features. Your key responsibilities will include designing and developing AI-focused perception systems for automotive radar applications, optimizing and implementing Aptiv's advanced Radar ML algorithms on embedded platforms, and creating efficient real-time integrations of complex algorithms for AI System-on-Chips (SoCs). You will also be tasked with defining clean interfaces between algorithm components and embedded systems, developing tools and methodologies to enhance development workflows, and evaluating hardware platforms that meet AI/ML requirements. To qualify for this role, you should hold a Master's or Ph.D. in Computer Science, Electrical Engineering, Physics, Mathematics, or a related technical field. Additionally, you must have proven programming expertise in Python with at least 2 years of professional experience, demonstrated experience in developing deep learning solutions, and a working knowledge of embedded software development principles and constraints. Strong analytical skills, a solid mathematical foundation, and excellent communication skills are also essential for success in this position. Preferred qualifications for this role include proficiency in C/C++ programming, experience with code optimization and low-level embedded architectures, knowledge of instruction sets, memory architectures, FPGAs, DSPs, and AI accelerators, and hands-on experience with Texas Instruments hardware and Deep Learning Software Library. Moreover, a track record of collaborative software development in team environments, automotive industry experience, and familiarity with automotive software development standards and processes will be advantageous. By joining Aptiv, you will have the opportunity to contribute to the future of mobility and work towards making transportation safer, greener, and more connected. In addition to a supportive work environment that fosters growth and development regardless of gender, ethnicity, or beliefs, you will also have access to a range of benefits such as hybrid and flexible working hours, higher education opportunities, life and accident insurance, well-being programs, access to fitness clubs, and more, ensuring your holistic well-being and professional growth.,

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