Machine learning researcher

In this role, you'll:

  • analyze algorithms for modules like perception, sensor fusion, motion prediction or path planning

  • define verification criteria and metrics for real world ML-based solutions for automotive

  • contribute to publications in relevant machine learning conferences

  • contribute to proposals of official Standards extensions/annexes

What we’d expect:

  • MS degree in Computer Science or related technical field

  • Several years of experience in ML/AI:

    • adeptness in domain knowledge,

    • experience using ML platforms, e.g. Pytorch, Tensorflow, Caffe, etc.

  • Background in statistics

  • Experience with programming languages, including but not limited to: C/C++, Python

Nice to see:

  • Basics in functional safety

  • Software system architecture, design

  • Knowledgeable in reinforcement learning

Machine learning engineer

In this role, you'll:

  • lead the development of designed algorithms in C++ (with extensions like SSE, CUDA, OpenCL) to enable real-time processing of huge data load

  • consult verify customer’s software designs of ML-related solutions

  • support customers in integration and deployment on customer’s site

  • contribute to publications in relevant machine learning conferences

  • contribute to proposals of official Standards extensions/annexes

What we’d expect:

  • MS degree in Computer Science or related technical field

  • Software system architecture design

  • Strong background developing with C++ with newest features (C++14/17)

  • Experience in code optimizations and profiling

  • Experience with Linux

Nice to see:

  • Experience in ML/AI

  • Basics in functional safety

  • Safety-related programming practices, diversity in implementation, coding guidelines

  • Knowledge in software code checkers

  • Background in statistics

Functional Safety Engineer

In this role, you'll:

  • contribute to development of advanced safety concepts of complex E/E systems

  • consult and review customer’s work products - safety concepts, requirements, designs

  • develop qualification strategies of existing components

  • develop verification strategies of in-house developed and existing solutions

  • contribute to proposals of official Standards extensions/annexes

What we’d expect:

  • MS degree in Computer Science or related technical field

  • Experience in Functional Safety (ISO26262/IEC61508)

  • Experience in development of safety workproducts according to Standards

  • Software system architecture, design

  • Strong background with supporting safety development tools (safe compilers, libraries, code checkers)

Nice to see:

  • Background in statistics

  • Experience with programming languages, including but not limited to: Python, R, Matlab

    • at the level to provide software prototype / proof of concept