Lead ML Engineer - Vision Perception (Hybrid)

Aptiv; Kraków; Hybrid; PLN 150,000 - 230,000; Full time

Benefits offered by this job

Private health care

Life insurance

Well-Being program

Hybrid work

Pension plan

Multisport card

Job summary

Aptiv in Kraków invites talented ML engineers to design, train, and deploy state-of-the-art camera-based perception models. You will work with transformers, vision transformers, CNNs, and self-supervised learning in an international team.

You will optimize model performance, robustness, and latency, collaborate with software and validation teams, and contribute to software quality through testing, documentation, and code reviews.

Qualifications

• Master's degree or higher in computer science, applied mathematics or related field.
• Hands-on experience with transformers, vision transformers, CNNs, and representation learning.
• Experience with self-supervised or semi-supervised learning.
• Strong foundations in linear algebra, probability, and optimization.
• Strong Python programming and production-quality code.
• Commitment to software quality including testing, docs, code reviews, and reproducible development practices.
• Excellent written and verbal English communication.

Responsibilities

• Design, train, evaluate, and optimize state-of-the-art machine learning models for camera-based perception.
• Apply modern approaches such as transformers, vision transformers, CNNs, 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.

Skills

Transformers

Vision transformers

Convolutional neural networks

Representation learning

Self-supervised learning

Large-scale model training

Python

Software quality

Communication skills

Education

Master's degree in computer science or related field

Tools

Git

CI/CD

Rust

Docker

Kubernetes

Job description

Aptiv in Kraków invites talented ML engineers to design, train, and deploy state-of-the-art camera-based perception models. You will work with transformers, vision transformers, CNNs, and self-supervised learning in an international team.

You will optimize model performance, robustness, and latency, collaborate with software and validation teams, and contribute to software quality through testing, documentation, and code reviews.