AI/ML Senior Engineer Embedded AI
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.
Required
- Master or Ph.D. in Computer Science, Electrical Engineering, Physics or related field
- Expert with proven background in embedded software development
- 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
- Experience developing software as part of a team
- Automotive and with ADAS / AD
- Academic background on above experience, authorship on relevant literature
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
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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.
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Aptiv is a global technology company that develops safer, greener and more connected solutions enabling the future of mobility. #ItsOurMove
