4 days ago
Kraków, PolandSenior
Responsibilities
- Define and develop AI/ML perception algorithms for camera and radar sensors, including object detection, segmentation, and environment modeling.
- Develop multi-sensor fusion algorithms for robust perception across challenging environments.
- Establish perception robustness, safety, validation, regression testing, and performance benchmarking practices using simulation and real-world data.
- Translate customer and operational requirements into perception targets, algorithm decisions, and data requirements.
- Evaluate and integrate open-source perception frameworks and third-party SDKs while ensuring scalability, maintainability, and license compliance.
- Support proofs of concept, demonstrations, and early deployments through perception setup, tuning, and debugging in real environments.
- Collaborate with planning, safety, hardware, and product teams to turn research-grade perception into production-ready systems.
Requirements
- Master's or PhD degree in Robotics, Computer Science, Electrical or Computer Engineering, another related technical field, or equivalent practical experience.
- Proven experience building scalable AI/ML development pipelines.
- Strong Python proficiency and hands-on experience with ML, deep learning, and perception libraries such as PyTorch, PyTorch Lightning, scikit-learn, OpenCV, NumPy, and Pandas.
- Strong theoretical and practical understanding of camera, radar, and LiDAR sensors, sensor fusion, and environment models.
- Ability to explain complex localization and perception concepts to cross-functional audiences.
- Preferred experience includes industrial perception systems, functional safety standards for mobile robotics, AI/ML model optimization and debugging, dataset management, and model training.
- Preferred experience includes ML platforms and experiment management tools, embedded and heterogeneous computing platforms, and ROS or ROS 2.
Benefits
- Private health care through Signal Iduna and life insurance.
- Well-Being Program with webinars, workshops, and networking events.
- Hybrid work with a minimum of 47 remote-work days per year and flexible working hours.
- Employer-paid Employee Pension Plan providing an additional 3.5% on each gross salary.
- Sports groups and Multisport card.
- Inclusive work environment with support for physical and mental health.
Categories
ML EngineeringRobotics
About Aptiv
Aptiv is a global technology company that designs, develops, and manufactures software and hardware solutions to enable a safer, greener and more connected future. Our solutions help customers around the world to create software-designed platforms with advanced safety features, electrified architectures, and intelligent connectivity.