Note: The job is a remote job and is open to candidates in USA. Overland AI is transforming land operations for modern defense with advanced research in robotics and machine learning. They are seeking machine learning experts to advance off-road autonomy by designing and deploying algorithms and collaborating with cross-disciplinary teams.
Responsibilities
- Design, prototype, and deploy machine learning algorithms related to perception, state estimation, and behavior planning (Python)
- Identify, implement, and respond to meaningful metrics that affect vehicle behavior
- Serve as a technical expert for the team balancing short-term deliverables and long-term directions
- Collaborate closely with experts across disciplines to work across the entire stack to improve the reliability and performance of the system
Skills
- MS/PhD with publications in top-tier ML/CV venues (ICML, NeurIPS, ICLR, CVPR, ICCV, ECCV), OR equivalent years of industry experience in an applied research setting working on multi-year problems
- Expert in a relevant ML topic such as sequential prediction, structured prediction, inverse reinforcement learning, transformers, deep learning optimization, etc
- Excellent linear algebra, probability theory, and optimization knowledge
- Extensive experience in Python and a deep learning framework such as Pytorch, JAX, Tensorflow, etc
- You excel in a small-team atmosphere, taking ownership of problems and working with your colleagues to solve problems across disciplines
- Ability to obtain and maintain a DOD Security Clearance
- Knowledgeable in any related technologies such as C++, CUDA, ROS, etc
Benefits
- Equity compensation
- Best-in-class healthcare, dental and vision plans.
- Unlimited PTO
- 401k with company match
- Parental leave
Company Overview