neura-robotics-gmbh
Senior Perception Engineer – 3D Computer Vision & Sensor Fusion (human)
- Metzingen / Riederich
- Full-time
- Posted
Skills
Job description
YOUR MISSION & CHALLENGES
•Technical direction: You shape the technical direction of our classical perception stack. You define algorithms, architecture and best practices, and drive them into the product.
•Perception pipelines: You design and implement perception pipelines for camera, depth and LiDAR data, from raw sensor input to a usable world model.
•Geometric vision & point clouds: You develop geometric vision and point cloud processing algorithms, such as stereo matching, registration and model-based pose estimation.
•Calibration & fusion: You own sensor calibration, time synchronization and multi-sensor fusion.
•State estimation: You develop state estimation and tracking based on filtering and optimization methods.
•Real-time performance: You make sure pipelines run in real time on embedded hardware and stay robust under real-world conditions.
•Evaluation & benchmarks: You set up evaluation, benchmarks and ground truth, and drive measurable improvements in precision and robustness.
•Geometric foundation: You provide the geometric foundation (calibration, 3D data, poses) that the AI team builds on.
•Expert & mentor: You act as the go-to expert for classical perception and mentor your colleagues.
WHAT WE CAN LOOK FORWARD TO
•Education: A Master’s degree or PhD in computer science, robotics, electrical engineering, mathematics, physics or a related field.
•Experience: 5+ years of hands-on experience building classical, model-based perception software for robots, machine vision or comparable real-time systems.
•3D geometry: Deep knowledge of 3D geometry, camera models and calibration.
•Estimation & optimization: A strong background in estimation and optimization, e.g. Kalman filtering, RANSAC or nonlinear least squares.
•Sensor physics: A solid understanding of sensor physics and the error sources of cameras, depth sensors and LiDAR.
•Track record: Experience shaping technical concepts and taking them to production.
•Programming: Excellent modern C++ and good Python skills on Linux.
•Libraries & frameworks: Experience with libraries such as OpenCV, PCL or Eigen, and with ROS 2.
•Nice to have: Experience with GPU acceleration or embedded platforms.
•Languages: Professional English is required. German at B2 to C1 level is a plus.