AI/ML Engineer Embedded AI

Aptiv

3.9

(18)

Shanghai, China

Why you should apply for a job to Aptiv:

  • 4.6/5 in supportive management
  • 67% say women are treated fairly and equally to men
  • 83% would recommend this company to other women
  • 56% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.

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    Position summary

    ent

    • 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

    Privacy Notice - Active Candidates: https://https://www.aptiv.com/privacy-notice-active-candidates

    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.

    Why you should apply for a job to Aptiv:

  • 4.6/5 in supportive management
  • 67% say women are treated fairly and equally to men
  • 83% would recommend this company to other women
  • 56% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.