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Embedded Radar ML Engineer

2 miesięcy temu

Kraków, małopolskie, Polska Aptiv Services Poland S.A. Pełny etat

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.

We are looking for a passionate engineer with a background in embedded AI, machine learning or radar engineering.

In this job you shall apply the latest radar and AI/ML technologies developed by Aptiv and for Aptiv’s newest radar sensor generations on an Embedded platform to create competitive market-leading perception solutions.


Your Role

  • Development of artificial intelligence (AI) focused perception systems
  • Bringing Aptiv’s latest Radar ML technology to embedded devices by defining proper interfaces, efficient implementation and real-time integration of algorithms for AI SoCs
  • 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, system developers and embedded experts from Aptiv and external suppliers


Your Background

  • 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


Apply today, and together let’s change tomorrow