PhD: Automotive Radar Foundation Models & 3D Perception

Laplace Expert Ltd; Delft; Remote; EUR 36,000 - 45,000; Full time

Job summary

Delft University of Technology is recruiting a PhD candidate to develop foundation models for automotive imaging radar. The project focuses on large pretrained models for radar perception, exploring transfer from vision/LiDAR, self-supervised or multimodal learning for 3D object detection and free-space understanding in automated driving.

The position is Level PhD, full-time, for four years, with monthly salary in the EUR 3204-4051 range.

Qualifications

• MSc in computer science, artificial intelligence, robotics, electrical engineering or related field.
• Strong background in machine learning or deep learning.
• Experience with foundation models, self-supervised learning or multimodal learning is advantageous.

Skills

Foundation models

Deep learning

3D perception

Multimodal learning

Radar signal processing

Education

MSc in CS/AI/Robotics/EE

Tools

PyTorch

Python

Job description

Delft University of Technology is recruiting a PhD candidate to develop foundation models for automotive imaging radar. The project focuses on large pretrained models for radar perception, exploring transfer from vision/LiDAR, self-supervised or multimodal learning for 3D object detection and free-space understanding in automated driving.

The position is Level PhD, full-time, for four years, with monthly salary in the EUR 3204-4051 range.