Mavenrobotics
Robotics AI Research Engineer
Santa Clara, CA. Posted 22 months ago
The role
You will architect the neural backbone of general-purpose robots. This involves designing VLA frameworks or Action World Models to allow robots to reason and adapt.
What you will do
- Design model architectures like VLA and World Models
- Develop novel co-training strategies and efficient learning algorithms
- Build models capable of zero-shot or few-shot adaptation to new robot configurations
- Formulate and deploy novel Reinforcement Learning and policy extraction methods
- Collaborate on advanced data collection systems
Required qualifications
- MS or PhD in CS, Robotics, Machine Learning, or a related field (or equivalent industry experience)
- Advanced understanding of transformers, multi-modal alignment, and mapping perception to high-frequency motor control
- Proven ability to innovate within VLA models, Real-world RL, or large-scale Data Infrastructure
- Expert-level Python
- Deep familiarity with PyTorch or JAX
Nice to have
- A track record of high-impact publications (NeurIPS, ICRA, RSS, CVPR) or significant open-source contributions
- Experience with large-scale distributed training and model compression
- Experience with deployment of models to edge devices (NVIDIA Jetson/Orin) for real-time inference
- General knowledge of robotics principles (kinematics, dynamics)
Benefits
- Comprehensive health benefits
- 401k
- Other employee benefits
About the company
Maven Robotics designs, builds, and deploys intelligent robotics for logistics and manufacturing. They are building the first general-purpose robotics system for industrial work.