AI/ML Engineer for Predictive Planning and Behavior

3 tygodni temu

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

Machine Learning Expert Wanted

Aptiv Services Poland S.A. is seeking a talented Machine Learning Engineer to join our team. As a fast-growing technology company, we are always interested in hiring new talents who are familiar with state-of-the-art machine learning techniques like deep neural networks.

The ideal candidate will have a good mathematical and scientific background, creating new solutions for prediction & planning, fusion, and control problems that perform beyond the current state of the art.

The successful candidate will work together with experts from around the globe with various professions to bring these new systems to the newest automotive platforms.

Requirements

  • Master or Ph.D. in computer science, machine learning, or a related field
  • Excellent analytical skills and a good mathematical background
  • Professional experience in at least one of the following:
  • Deep neural networks and other state-of-the-art ML techniques for detection, segmentation, fusion, and other applications
  • Active, reinforcement learning, imitation learning
  • Time series prediction with modern ML techniques
  • Model, rule, and learning-based decision making
  • ML techniques CNN, RNN, transformers
  • Systematic, goal-oriented working style
  • Professional experience in AI development frameworks TensorFlow and/or PyTorch
  • Professional skills in Python and C++

Nice to Have

  • Experience in handling datasets and data science methods
  • Understanding of edge processing/embedded AI and related methods like Rust (a plus)
  • Experience in developing software as part of a team and Git, continuous integration tools, and an agile development process
  • Experience with automotive products in ADAS/AD, perception
  • Proven track record of publications in relevant conferences (CVPR, NIPS, ICCV, ICRA, Fusion, and others...) and scientific background on relevant topics
  • German language is a plus (not mandatory)

Your Tasks

  • Algorithm development, KPI-driven, goal-oriented
  • Feasibility studies, create prototypes based on scientific work
  • Prepare and use databases and pipelines for creation of training and test sets
  • Collaboration with system and feature developers
  • Analyze and derive requirements and their adaptation in AI-based algorithms

Why Choose Aptiv?

Aptiv provides an inclusive work environment where all individuals can grow and develop, regardless of gender, ethnicity, or beliefs.

Aptiv ensures 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 loved 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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