Lead research and/or experiments to validate research ideas in developing.
Write timely and high-quality research reports, external publications, and records of invention to document new ideas and research results in your area of research.
Collaborate with world-class universities / industry partners while publishing research outcomes internally and externally.
Explore, invent, innovate, implement, evaluate and test algorithms as an independent yet integral member of a research team.
Identify research gaps, propose, plan and execute complex research projects.
Maintain state-of-the-art technical expertise in AI/ML/Controls.
Generate intellectual property, document results and publish papers.
Develop requirements and evaluation metrics for AI/ML/Controls.

PhD or MSc with over 10 years of experience in AI, ML, computer science, engineering, physics or relevant areas.
Expert-level knowledge in one or more of these areas: deep learning, autonomous agents, large-scale multiagent systems, prediction, distributed optimization, and reinforcement learning.
Experience in creating and implementing reinforcement learning algorithms.
Expertise in manipulating high-volume, high-dimensional data from varying sources with machine learning techniques.
Experience in prototyping algorithms, implementing and testing software on hardware.
Programming background: Python, AI/ML environments (PyTorch, TensorFlow, sklearn, etc.).

Staff Researcher – Embodied AI, Robotics

Key skills