2 days ago
Kraków, PolandSenior
Responsibilities
- Design, train, evaluate, and optimize machine learning models for camera-based perception.
- Apply transformers, vision transformers, convolutional neural networks, representation learning, and self-supervised or semi-supervised learning.
- Improve model performance, robustness, generalization, computational efficiency, and inference latency.
- Collaborate with software engineers, system engineers, validation teams, and AI/ML specialists across an international organization.
- Share knowledge and strengthen engineering excellence within the team.
Requirements
- Master's degree or higher in computer science, applied mathematics, or a related field.
- Practical experience with transformers, vision transformers, convolutional neural networks, representation learning, self-supervised or semi-supervised learning, classical computer vision, or large-scale model training.
- Strong foundation in linear algebra, probability, and optimization.
- Strong Python programming skills and experience writing maintainable, production-quality code.
- Commitment to software quality, including testing, documentation, code reviews, and reproducible development practices.
- Strong analytical, problem-solving, written, and verbal communication skills in English.
- Preferred qualifications include Rust development, production-grade AI solutions, Git, ADAS or autonomous-driving experience, automotive datasets, camera calibration, large-scale training infrastructure, and embedded or resource-constrained AI deployment.
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.
- Employer-paid Employee Pension Plan providing an additional 3.5% of gross salary.
- Access to sports groups and a Multisport card.
- Inclusive work environment and support for physical and mental health.
Categories
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.