Postdoc: ML & Robotics for Vision-Driven Manipulation

University-of-Oxford; Oxford; On-site; GBP 33,000 - 45,000; Full time

Job summary

University of Oxford's Visual Geometry Group in central Oxford is seeking two full-time Postdoctoral Research Assistants in Machine Learning to join two projects funded by Toyota Motor Europe and Amazon. You will work under Dr.

João Henriques on RoboSim and robotic manipulation, applying deep learning and reinforcement learning to real and simulated robots. Applicants should have a PhD (or near completion) in ML, CV, robotics, or related field, with a strong publication record and solid

Qualifications

• PhD (or near completion) in Machine Learning, Computer Vision, Robotics, or a related field.
• Strong publication record at leading international conferences in relevant areas.
• Research experience in reinforcement learning, computer vision or robotics desirable.

Responsibilities

• Carry out innovative research on machine learning for robotics in RoboSim and Amazon projects.
• Publish findings in top-tier conferences and journals.
• Collaborate with Oxford Robotics Institute and partner organisations; contribute to project milestones.

Skills

Deep Learning

Reinforcement Learning

Computer Vision

Robotics

Education

PhD in ML / CV / Robotics

Tools

Python

PyTorch

TensorFlow

Job description

University of Oxford's Visual Geometry Group in central Oxford is seeking two full-time Postdoctoral Research Assistants in Machine Learning to join two projects funded by Toyota Motor Europe and Amazon. You will work under Dr.

João Henriques on RoboSim and robotic manipulation, applying deep learning and reinforcement learning to real and simulated robots. Applicants should have a PhD (or near completion) in ML, CV, robotics, or related field, with a strong publication record and solid