1 day ago
Kraków, PolandSenior
Responsibilities
- Develop and optimize machine learning models for perception, prediction, and planning applications.
- Design computer vision and multimodal sensor-processing solutions.
- Contribute to trajectory forecasting and automated planning algorithms.
- Build and maintain data processing, training, and evaluation pipelines.
- Analyze large-scale datasets and validate model performance in real-world scenarios.
- Collaborate with software, systems, and product engineering teams.
- Improve algorithms, tools, and development processes.
Requirements
- MSc in Computer Science, Machine Learning, Computer Vision, Robotics, or a related field.
- Experience developing machine learning solutions in computer vision, machine learning, robotics, or related domains.
- Strong foundation in linear algebra, probability, and optimization.
- Hands-on experience with computer vision, deep learning architectures, temporal or sequential modeling, representation learning, self-supervised learning, or multimodal learning.
- Experience with PyTorch or an equivalent machine learning framework.
- Strong Python programming skills.
- Experience working with datasets, training pipelines, and model evaluation.
- Good English communication skills.
- Preferred qualifications include trajectory prediction, planning, reinforcement learning, C++, large-scale training infrastructure, model deployment and optimization, embedded or edge AI systems, ADAS, autonomous driving, automotive datasets, Git, CI/CD, Agile development, or a PhD and scientific publications.
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.
- Employee Pension Plan paid by the employer with 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.