Expert AI/ML Engineer
Core
Design and technical direction of advanced machine learning solutions for perception, behavior understanding, prediction, and planning in automotive applications, specifically supporting assisted and automated parking systems.
Role type
Expert AI/ML Engineer (Automotive Perception & Planning)
Builds
Assisted and automated parking systems, perception, environment understanding, trajectory prediction, and automated maneuver planning.
Domain
Automotive / Autonomous Driving / Computer Vision
Deliverable
production ML models
Required skills
Computer vision (detection, segmentation, tracking, 3D perception), Deep learning architectures (CNNs, Transformers, Vision Transformers), Temporal or sequential modeling, Representation learning, self-supervised learning, multimodal learning, PyTorch, Python programming, Data processing pipelines, Model evaluation
Preferred skills
Trajectory prediction, planning, reinforcement learning, C++ programming, Large-scale training infrastructure, Model deployment and optimization, Embedded or edge AI systems, ADAS, autonomous driving datasets, Git, CI/CD, Agile development
Technologies
PyTorch, CNNs, Transformers, Vision Transformers, C++
Responsibilities
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; Contribute to continuous improvement of algorithms, tools, and development processes
Seniority
Expert, hands-on IC with technical direction
