Expert Machine Learning Engineer

Aptiv is a global technology company developing solutions for safer, greener, and more connected mobility. For our engineering center in Krakow, Poland, we are seeking an Expert Machine Learning Engineer to drive the design and technical direction of advanced machine learning solutions for perception, behavior understanding, prediction, and planning in automotive applications.

The role supports assisted and automated parking systems, spanning perception, environment understanding, trajectory prediction, and automated maneuver planning.

Your role

• Develop and optimize machine learning models for perception, prediction, and planning applications.
• Design solutions for computer vision and multi-modal sensor processing.
• 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.
• Contribute to continuous improvement of algorithms, tools, and development processes.

• MSc in Computer Science, Machine Learning, Computer Vision, Robotics, or a related field.
• Experience developing ML solutions in computer vision, machine learning, robotics, or related domains.
• Strong foundation in linear algebra, probability, and optimization.
• Hands-on experience in several of:
  • Computer vision (detection, segmentation, tracking, 3D perception)
  • Deep learning architectures (CNNs, Transformers, Vision Transformers)
  • Temporal or sequential modeling
  • Representation learning, self-supervised learning, or multimodal learning
• Experience with PyTorch or equivalent ML frameworks.
• Strong Python programming skills.
• Experience working with datasets, training pipelines, and model evaluation.
• Good English communication skills.

• Experience with trajectory prediction, planning, or reinforcement learning.
• C++ programming experience.
• Experience with large-scale training infrastructure.
• Knowledge of model deployment and optimization.
• Experience with embedded or edge AI systems.
• Familiarity with ADAS, autonomous driving, or automotive datasets.
• Experience with Git, CI/CD, and Agile development.
• PhD or scientific publications.

• You grow at Aptiv. Aptiv's winning culture is global by design. We bring together diverse perspectives, cultures, and business contexts to solve our customers' toughest challenges. In this environment, every individual can grow, lead, and make an impact, regardless of background, because inclusion fuels how we innovate and win.

• You make an impact at Aptiv. One of the strengths of humanity is our drive to progress, to improve, to achieve more tomorrow than we did yesterday. People need solutions they can trust when it matters most. At Aptiv, you are building those solutions every day.

• You have support at Aptiv. We ensure you have the resources and support you need to take care of your family, your physical health, and your mental health with a competitive benefits package

• Private health care (Signal Iduna) and Life insurance for you and your beloved ones
• Well-Being Program that includes regular webinars, workshops, and networking events
• Hybrid work (min. 47 days/yr of remote work, flexible working hours)
• Employee Pension Plan paid by the employer (you get + 3,5% on each gross salary)
• Access to sports groups and Multisport card