Day to Day Activities:
- Train models for robotic manipulation, force control, servoing etc.
- Convert heuristics based control to learned models.
- Develop the right state space representation for our Robotics Systems.
- Collaborate with roboticist, machine learning engineers, mechanical engineers, and product managers to find optimal system solutions.
- Implement, test, and maintain high quality software.
- Lead efforts to improve the rigor and performance of models within Dexterity.
Required Skills:
- BS/MS/PhD in Computer Science or a related discipline.
- 5+ years of relevant Industry or Research experience.
- Strong Python programming skills.
- Knowledge of Modern C++ and Linux.
- Experience with multiple of the following:
- Artificial Intelligence (imitation learning, reinforcement learning, deep learning, LLMs)
- Distributed ML Training Platforms (Ray or other)
- Task and Motion Planning
- Simulation
Nice to haves:
- Experience with Git and modern CI pipelines.
- Experience with Docker and Kubernetes
- Previous startup experience