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What you'll do
- Lead development of machine learning solutions for perception, prediction, and planning functions.
- Drive technical decisions, architecture, and algorithm design for complex AI/ML systems.
- Define approaches for computer vision and multi-modal sensor fusion solutions.
- Guide system development from data pipelines and model training through deployment.
- Mentor engineers and support technical growth within the team.
- Establish evaluation methodologies and performance targets for production systems.
- Collaborate across global engineering teams and contribute to technology roadmaps.
- Drive continuous improvement of algorithms, tools, and engineering practices.
What they're looking for
- MSc or PhD in Computer Science, Machine Learning, Computer Vision, Robotics, or a related field.
- Extensive experience developing and delivering ML solutions in production environments.
- Strong expertise in several of: Computer vision (detection, segmentation, tracking, 3D perception)
- Advanced deep learning architectures and transformer-based models
- Representation learning, self-supervised learning, multimodal learning, or generative AI
- Prediction, forecasting, planning, or reinforcement learning
- Deep hands-on experience with PyTorch or equivalent frameworks.
- Strong software engineering skills in Python and/or C++.
- Experience leading technical solutions from concept through deployment.
- Strong communication and stakeholder collaboration skills.
Nice to have
- Technical leadership of AI/ML projects or teams.
- Experience with large-scale training infrastructure and distributed learning.
- Experience with embedded deployment and performance optimization.
- Deep understanding of ADAS, autonomous driving, or automated parking systems.
- Track record of patents, publications, or innovative product contributions.
Summarised by NextRaise from the employer’s description, which follows in full below.
Full description from employer
Aptiv is a global technology company developing solutions for safer, greener, and more connected mobility. For our engineering center in Krakow, Poland, we are looking for a Senior AI/ML Engineer to develop machine learning solutions for perception, environment understanding, prediction, and planning in automotive applications.
The role supports assisted and automated parking functions, covering perception of parking environments, behavior understanding, and trajectory planning.
Your role
Lead development of machine learning solutions for perception, prediction, and planning functions.
Drive technical decisions, architecture, and algorithm design for complex AI/ML systems.
Define approaches for computer vision and multi-modal sensor fusion solutions.
Guide system development from data pipelines and model training through deployment.
Mentor engineers and support technical growth within the team.
Establish evaluation methodologies and performance targets for production systems.
Collaborate across global engineering teams and contribute to technology roadmaps.
Drive continuous improvement of algorithms, tools, and engineering practices.
Your background
MSc or PhD in Computer Science, Machine Learning, Computer Vision, Robotics, or a related field.
Extensive experience developing and delivering ML solutions in production environments.
Strong expertise in several of:
Computer vision (detection, segmentation, tracking, 3D perception)
Advanced deep learning architectures and transformer-based models
Representation learning, self-supervised learning, multimodal learning, or generative AI
Prediction, forecasting, planning, or reinforcement learning
Deep hands-on experience with PyTorch or equivalent frameworks.
Strong software engineering skills in Python and/or C++.
Experience leading technical solutions from concept through deployment.
Strong communication and stakeholder collaboration skills.
Preferred
Technical leadership of AI/ML projects or teams.
Experience with large-scale training infrastructure and distributed learning.
Experience with embedded deployment and performance optimization.
Deep understanding of ADAS, autonomous driving, or automated parking systems.
Track record of patents, publications, or innovative product contributions.
Why join us?
You can grow at Aptiv. Aptiv provides an inclusive work environment where all individuals can grow and develop, regardless of gender, ethnicity or beliefs.
You can have an impact. Safety is a core Aptiv value; we want a safer world for us and our children, one with: Zero fatalities, Zero injuries, Zero accidents.
You have support. We ensure you have the resources and support you need to take care of your family and your physical and mental health with a competitive health insurance package.
Your Benefits at Aptiv:
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
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Privacy Notice - Active Candidates: https://www.aptiv.com/privacy-notice-active-candidates
Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.
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