Expert Radar ML Engineer

Expert Radar ML Engineer

Aptiv

Krakow, Poland

The Opportunity

Join one of Aptiv's leading AI Tech Centers in Krakow. This role offers you the chance to work in a dynamic technical environment where cutting-edge research translates into real-world products. You'll collaborate with a passionate, young, international team of technical experts to develop new sensors, algorithms, and platforms that define the future of mobility.

Position Overview

We are seeking a passionate Computer Vision & 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