13 hours ago
Kraków, PolandEntry Level
Responsibilities
- Develop machine learning and computer vision solutions for ADAS and automated driving systems.
- Work with large-scale datasets and modern AI frameworks in production-oriented development workflows.
- Explore foundation models, multimodal learning, behavior prediction, automated parking, and related emerging technologies.
- Implement, train, and evaluate machine learning models for products deployed in customer vehicles.
- Collaborate with researchers and engineers and translate scientific literature and research ideas into practical implementations.
Requirements
- Master's degree or close-to-completion Master's degree in Computer Science, Machine Learning, Computer Vision, Robotics, Electrical Engineering, Mathematics, Physics, or a related field.
- Strong foundations in mathematics, statistics, machine learning, and deep learning.
- Academic, internship, research, or project experience in areas such as computer vision, deep learning, sequential modeling, representation learning, self-supervised learning, generative AI, or multimodal learning.
- Hands-on experience with Python and at least one modern machine learning framework, preferably PyTorch.
- Experience implementing, training, or evaluating machine learning models through coursework, research, internships, or personal projects.
- Ability to understand scientific literature and apply research ideas in practical implementations, plus good English communication skills.
- Preferred qualifications include knowledge of perception, prediction, planning, robotics, autonomous systems, multimodal sensor processing, model optimization, deployment, efficient inference, automotive applications, C++, cloud-based training, Git, CI/CD, publications, patents, open-source projects, or technical competitions.
Benefits
- Hybrid work with at least 47 remote-work days per year, plus flexible working hours.
- Private health care through Signal Iduna and life insurance.
- Employer-paid Employee Pension Plan with an additional 3.5% of gross salary.
- Well-Being Program with webinars, workshops, and networking events.
- Access to sports groups and a Multisport card.
- Inclusive international environment with opportunities to work with experienced researchers and engineers.
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.