Machine Learning Engineer
Sensmore, Berlin Office +1
The role
We are looking for a skilled Machine Learning Engineer with expertise in perception to strengthen our team. This role requires a strong background in computer vision, deep learning, and multimodal sensor fusion. The successful candidate will lead the development of real-time perception systems that enable autonomous heavy machinery to understand and operate in harsh, unstructured environments.
What you will do
- Design and implement deep learning models for 3D perception, including object detection, semantic segmentation, and occupancy prediction.
- Develop and optimise multimodal networks fusing LiDAR, radar, and camera data for off-highway autonomous vehicles.
- Contribute to Vision-Language-Action (VLA) models integrating perception and language inputs for physical AI.
- Optimise training and inference pipelines for real-time deployment on NVIDIA edge GPUs.
- Lead data initiatives for the perception stack, from data pipelines and curation to model evaluation.
- Collaborate with interdisciplinary teams to integrate perception systems into the full autonomy stack.