Embedded Radar ML Engineer

4 tygodni temu


Wielicka b Kraków, Polska Aptiv Services Poland S.A. Pełny etat
Job Opportunity: Expert Embedded Radar ML Engineer

We are seeking a highly skilled Embedded Radar ML Engineer to join our team at Aptiv Services Poland S.A. This is a challenging technical role where you will have the opportunity to work with cutting-edge radar and AI/ML technologies.

About the Role

As an Embedded Radar ML Engineer, you will be responsible for developing artificial intelligence (AI) focused perception systems, bringing Aptiv's latest Radar ML technology to embedded devices, and supporting hardware selection processes. You will also be expected to develop and apply tools and methods enabling related activities, and communicate with algorithm experts, system developers, and embedded experts from Aptiv and external suppliers.

Requirements
  • Master or Ph.D. in science, technology, physics, engineering, and mathematics or a related field
  • Proven background in embedded software development (at least 2 years)
  • Strong programming skills in C, C++ including applying compiler and debugging methods
  • Strong programming skills with Python
  • Experience with code optimization approaches, well understanding of memory dependencies
  • Familiar with fixed point implementation and quantization
  • Familiar with instruction sets and memory architectures, FPGA, DSP, and AI processors
  • Good analytical skills and a good mathematical background
  • General knowledge about perception and machine learning algorithms
Nice to Have
  • Experience with Texas Instruments Hardware (TDA4) and Deep Learning Software Library (TIDL)
  • Experience in development of deep learning from scientific or professional background
  • Experience developing software as part of a team
  • Experience in automotive and with ADAS / AD
  • Academic background on above experience, authorship on relevant literature
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.
  • You have support. We ensure you have the resources and support you need to take care of your family and your physical and mental health with a competitive health insurance package.
Your Benefits at Aptiv
  • Private health care (Signal Iduna) and Life insurance for you and your beloved ones
  • Well-Being Program that includes regular webinars, workshops, and networking events
  • Flexible working hours
  • Employee Pension Plan paid by the employer (you get + 3.5% on each gross salary)
  • Access to sports groups and Multisport card


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