Expert Machine Learning Engineer

Expert Machine Learning Engineer

Aptiv

Krakow, Poland

Your role

• Design, train, evaluate, and optimize state-of-the-art machine learning models for camera-based perception.
• Apply modern approaches such as transformers, vision transformers, convolutional neural networks, representation learning, and self-supervised learning.
• Improve model performance, robustness, generalization, computational efficiency, and inference latency.
• Share knowledge and help strengthen engineering excellence within the team.
• Collaborate with software engineers, system engineers, validation teams, and other AI/ML specialists across an international organization.

Your background

• Master's degree or higher in computer science, applied mathematics or related field
• Practical experience with several of the following:
  • Transformers and vision transformers
  • Convolutional neural networks
  • Representation learning
  • Self-supervised or semi-supervised learning
  • Classical computer vision
  • Large-scale model training
• Strong foundation in linear algebra, probability, and optimization.
• Strong programming skills in Python and experience writing maintainable, production-quality code.
• A commitment to software quality, including testing, documentation, code reviews, and reproducible development practices.
• Strong analytical and problem-solving skills.
• Effective written and verbal communication skills in English.

Preferred Qualifications:

• Experience in development in Rust
• Experience in development of production-grade AI solutions
• Experience with Git, CI/CD, and Agile development.
• Familiarity with ADAS, autonomous driving, or automotive datasets.
• Understanding of classical computer vision and camera calibration
• Experience with large-scale training infrastructure.
• Familiarity with embedded or resource-constrained AI deployment.