10 days ago
Kraków, PolandSenior
Responsibilities
- Define and develop AI/ML perception algorithms for camera and radar sensors across object detection, segmentation, and environment-modeling tasks.
- Develop multi-sensor fusion algorithms for robust perception in challenging environments.
- Establish perception robustness, safety-supporting practices, predictable failure behavior, validation strategies, regression testing, and performance benchmarking.
- Translate customer and operational requirements into perception targets, algorithm decisions, and data requirements.
- Evaluate and integrate open-source perception frameworks and third-party SDKs for scalable, maintainable, license-compliant systems.
- Support proofs of concept, demonstrations, and early deployments through perception setup, tuning, and debugging in real environments.
Requirements
- PhD or Master’s degree in Robotics, Computer Science, Electrical/Computer Engineering, or a 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.
- Experience with industrial perception systems, functional safety standards, AI/ML model optimization, ML platforms, experiment management, embedded or heterogeneous computing platforms, ROS/ROS 2, debugging, dataset management, and model training is preferred.
- Ability to communicate complex localization and perception concepts to cross-functional audiences.
Benefits
- Private health care through Signal Iduna and life insurance for the employee and dependents.
- 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% of gross salary.
- Access to sports groups and a Multisport card.
Categories
ML EngineeringRobotics
About Aptiv
Aptiv is a public automotive technology supplier that designs and manufactures vehicle electrical architectures, ADAS/autonomous software, connectivity solutions, and engineered components. It sells integrated hardware-software platforms, wiring and power distribution systems, sensors, and infotainment to global automakers and mobility companies. Headquartered in Dublin, Ireland, Aptiv is listed on the NYSE and operates worldwide across development centers and manufacturing sites.