Robotics Applied Scientist, Active Perception
AI Summary
Conducts research and development in active perception for robotics, formulating viewpoint planning policies and calibrated confidence methods for vision-language reasoning on real robots.
About this role
What You Will Get To Do
Formulate the active perception problem for inspection and a broad range of robot behaviors
Develop viewpoint planning policies for active information gathering
Research calibrated confidence and abstention for vision-language reasoning on the robot
Own the research and development work through to the real-world experiments that prove feasibility and deployability
Investigate and shape the technical roadmap, aligning real-world needs with technical development
Mentor junior team members and collaborators
What You Have
PhD in robotics, computer science, electrical engineering, aerospace engineering, mechanical engineering, or a related field, with publications at top venues such as RSS, CoRL, ICRA, IROS, T-FR, T-RO, CVPR, NeurIPS, or similar.
Research experience in active perception, informative path planning, vision-language models, or semantic mapping for exploration.
Hands-on work with vision-language or foundation models for robot perception, plus the physical principles governing them.
Fluency in Python and the ability to run your methods on real robots with C++ and ROS 2.
A principled fluency with uncertainty: Bayesian or information-theoretic planning, calibration, and conformal methods
What Will Set You Apart
Real-robot experience in the wild
Work on metric-semantic scene graphs, open-vocabulary mapping, or spatio-temporal scene representations.
Experience fine-tuning or deploying compact VLMs on edge computers
Exposure to robotic industrial inspection workflows
Skills
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