Expert Radar ML Engineer

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

• Excellent programming skills in Python

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

• Strong analytical skills with deep mathematical understanding

Bonus Qualifications

• Proven experience applying machine learning to sensor perception challenges

• Relevant industry experience in Radar Processing

• Relevant industry experience in embedded system development

• 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

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

• Hybrid work (min. 47 days/yr of remote work, 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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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.