8 часов назад
Spring 2027 Robot Learning R&D Co-op (Robotics)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Spring 2027 Robot Learning R&D Co-op (Robotics): Building software infrastructure for learning-based manipulation, robot learning data collection, and multi-robot systems with an accent on machine learning, visual scene understanding, and real-world robotics integration. Focus on training and adapting ML architectures, processing on-robot execution data, and integrating grippers and other hardware into perception, planning, and control systems.
Location: Onsite at the Bedford, Massachusetts office, United States. The co-op runs approximately from January to June 2027, with flexible dates.
Company
Develops robotics systems that apply robot learning and manipulation technologies to real-world challenges.
What you will do
- Build infrastructure to integrate, deploy, and evaluate learning-based manipulation capabilities.
- Train and adapt machine learning architectures for robot learning and visual scene understanding.
- Improve the robot learning data collection application.
- Process, validate, visualize, and evaluate system logs, sensor data, annotations, and failure cases from on-robot policy execution.
- Integrate grippers and other hardware into perception, planning, and robot-control systems.
- Use production data and internal development systems to implement and evaluate solutions across the robotics stack.
Requirements
- Currently pursuing an advanced degree in Robotics, Machine Learning, Computer Science, or a closely related field.
- Strong software development expertise in Python.
- Experience with modern machine learning methods, such as imitation learning, reinforcement learning, generative models, or vision transformers.
- Experience applying machine learning models to systems that interact with the physical world.
- Experience developing robotics software with Linux, Ubuntu, and ROS.
Nice to have
- Experience with C++.
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