AI/ML Engineer (m/f/d) Autonomous Systems
Core
Design, train, and deploy deep learning and reinforcement learning models for Level 4 autonomous driving systems.
Role type
Senior IC machine-learning engineer (autonomous driving)
Builds
Production ML models for autonomous driving
Domain
Automotive + Deep Learning
Deliverable
production ML models
Required skills
Deep learning, Reinforcement learning, Python, PyTorch, TensorFlow, Model deployment, Performance optimization, Git, CI/CD, Docker, Cloud environments, Data tooling
Preferred skills
Active Inference, Automotive industry experience, Simulation environments (CARLA, ROS/ROS2), C++ integration, Kubernetes, ONNX, TensorRT, MLflow, Weights & Biases, Stable-Baselines3, RLlib
Technologies
PyTorch, TensorFlow, ONNX, TensorRT, CARLA, ROS, ROS2, MLflow, Weights & Biases, Stable-Baselines3, RLlib, Docker, Kubernetes, AWS, GCP, Azure
Responsibilities
Design and train ML models for autonomous driving, Integrate models into production software stacks, Run experiments and evaluate model performance, Optimize models for real-time constraints, Collaborate with data and simulation teams
Seniority
Senior, hands-on IC
