Senior Engineer Embedded AI (f/m/d)
Summary
Lead embedded AI development for automotive ADAS/AD systems, optimizing deep-learning models for real-time deployment on AI SoCs and DSPs.
Aptiv is one of the largest Automotive suppliers and one of the pioneering companies trying to launch a complete autonomous driving platform into series production, together with its partners. As a fast growing technology company Aptiv is always interested in hiring new talents.
We offer the chance to work in a challenging technical environment where science is transferred into real products. You can work together with an international team with technical experts from around the globe to develop new sensors, applications and platforms to define the future automotive technology.
In that role you are able to work on key enabling technologies for ADAS and AD features.
Your tasks
• Expertise leader in Embedded AI, helping in customer and project planning activities
• Benchmark and develop prototypes for proof of concept phase
• Develop and apply tools and methods enabling related activities
• Support hardware selection processes and become company expert for AI SoCs
• Interdisciplinary communication with algorithm experts and system developers
Skills Required
Master or Ph.D. in Computer Science, Electrical Engineering, Physics or related field
Expert with proven background in embedded software development (5 years +)
Professional hands-on experience in Embedded AI, DSP / accelerator real-time implementation (2 years +)
Must have strong programming skills in C, C++ including applying compiler and debugging methods
Experience in development of deep learning (transformers would be a plus) from scientific or professional back ground, preferably in perception domain
Experience with code optimization approaches, well understanding of memory dependencies
Familiar with fixed point implementation and quantization and tool development in that area
Familiar with instruction sets and memory architectures, FPGA, DSP and AI processors
Excellent analytical skills and a good mathematical background
Ability to understand complex AI/ML based algorithms on all levels, capability to find alternative implementations that have impact on runtime
General knowledge about perception, tracking, fusion and path planning algorithms
Bonus skills
Automotive and with ADAS / AD
Academic background on above experience, authorship on relevant literature
RUST development experience
NVIDIA SDK experience
Why join us?
You can grow at Aptiv. Aptiv provides an inclusive work environment where all individuals can grow and develop, regardless of gender, ethnicity or beliefs
You can have an impact. Safety is a core Aptiv value; we want a safer world for us and our children, one with: Zero fatalities, Zero injuries, Zero accidents
Aptiv Benefits:
Our working style: flexible work environment Learning, professional growth and development in a world-recognized international environment.
Access to internal & external training, coaching & certifications.
Recognition for innovation and excellence.
Opportunities to give back to the community
Apply today, and together let’s change tomorrow!
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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.