12 дней назад
Robotic Perception Intern
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Robotic Perception Intern (AI/Computer Vision): Building real-time perception pipelines for collaborative robot arms, processing camera, depth, force, and joint-sensor data with an accent on deep learning, sensor fusion, object tracking, and 3D scene reconstruction. Focus on implementing perception models in Python and C++, optimizing computer vision and point-cloud algorithms, and deploying GPU-accelerated software on real robotic hardware.
Location: On-site in Metzingen / Riederich, Germany
Company
develops collaborative robot arms that perceive and interact with people in dynamic workspaces.
What you will do
- Develop modules across the perception pipeline, from RGB-D cameras, force-torque sensors, and joint sensors to sensor fusion, object detection, tracking, 3D reconstruction, and scene understanding.
- Implement, train, and fine-tune deep learning models for object recognition, detection, and tracking.
- Build workspace models that support grasp planning, manipulation, and safe human-robot interaction.
- Create and optimize real-time computer vision algorithms using OpenCV, 3D geometry, and point-cloud processing.
- Implement perception software in Python and modern C++, using GPU acceleration where appropriate.
- Collaborate with software, hardware, and product teams and deploy perception models on real robotic hardware.
Requirements
- Currently pursuing or recently completed a degree in Computer Science, Robotics, Electrical Engineering, or a related field.
- Proficiency in Python or C++.
- Familiarity with AI frameworks and libraries such as PyTorch or TensorFlow.
- Understanding of machine learning and computer vision concepts and techniques.
- Interest in or exposure to robot perception, RGB-D cameras, force-torque sensing, OpenCV, 3D geometry, or sensor fusion through coursework, academic projects, or personal work.
- Perfect command of English, along with strong analytical, problem-solving, and communication skills.
Culture & Benefits
- Hands-on work with perception problems on real collaborative robots.
- Opportunity to develop algorithms that operate alongside people in changing environments.
- Close collaboration across AI, software, hardware, and product teams.
- Direct contribution to perception capabilities used in robotic products.
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