Senior Data Scientist / Data Analyst applique a la Conduite Autonome
Core
Developing next-gen AI perception and decision systems for autonomous driving (L2++/L3) using foundation models and multi-modal deep learning.
Role type
Senior IC machine-learning engineer (autonomous driving)
Builds
End-to-End AI systems for urban and highway autonomous driving
Domain
Automotive + Autonomous Driving + Deep Learning
Deliverable
production ML models
Required skills
Deep Learning, Foundation Models, Vision Transformers, Self-Supervised Learning, Multi-Modal Learning, Reinforcement Learning, Autonomous Driving, Computer Vision
Preferred skills
Data management (DVC, MLFlow), Embedded software development
Technologies
Python, PyTorch, TensorFlow, Keras, C, C++, Linux/RTOS, Git
Responsibilities
Design and develop multi-modal deep learning architectures; Train large-scale models on distributed GPU infrastructure; Optimize models for embedded hardware constraints; Define data collection strategies and build data pipelines; Evaluate model performance in simulation and real-world data.
Seniority
Senior, hands-on IC