Expert Radar ML Engineer

Aptiv

4

(22)

Kraków, Poland

Why you should apply for a job to Aptiv:

  • 4/5 in overall job satisfaction
  • 4.7/5 in supportive management
  • 73% say women are treated fairly and equally to men
  • 82% would recommend this company to other women
  • 55% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.

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    Position summary

    sion & AI Research Engineer to help develop advanced perception systems critical for autonomous vehicles. In this role, you will implement state-of-the-art radar and AI/ML technologies on our newest radar sensor generations to create market-leading perception solutions for Advanced Driver Assistance Systems (ADAS) and Autonomous Driving (AD) features.

    This is a unique opportunity for someone who:

    • Is passionate about deep learning or eager to develop expertise in this area

    • Can grasp core concepts and transfer them to new domains collaboratively

    • Wants to go beyond using pre-existing networks to develop innovative solutions

    • Is motivated to create competitive solutions that become real products

    • Brings strong communication and self-organization skills

    • Wants to collaborate with cross-functional teams including radar hardware engineers and perception software teams

    • Is eager to stay current with state-of-the-art research in radar signal processing and machine learning

    Required Qualifications

    • Master's or Ph.D. in Computer Science, Electrical Engineering, Physics, Mathematics, or related technical field

    • At least 1 year of relevant industry experience in Machine Learning, Radar Processing, or embedded system development

    • Excellent programming skills in Python

    • Experience with deep learning frameworks such as PyTorch, TensorFlow, or Theano

    • Strong analytical skills with deep mathematical understanding

    Preferred Qualifications

    • Proven experience applying machine learning to sensor perception challenges

    • Experience with modern radar signal processing methods

    • Proficiency in C/C++ programming

    • Track record of collaborative software development in team environments

    • Experience with real-time and embedded systems

    • Automotive industry experience, particularly with ADAS/AD systems

    • Publication record in relevant conferences (CVPR, NeurIPS, ICCV, ICRA, Fusion, etc.) demonstrating capability to develop competitive leading solutions

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    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:

  • 4/5 in overall job satisfaction
  • 4.7/5 in supportive management
  • 73% say women are treated fairly and equally to men
  • 82% would recommend this company to other women
  • 55% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.