Overland AIRemote
Software Engineer, Machine Learning
United States of America
Full Time
2 weeks ago
$120,000 - $300,000 USD
No H1B
Key skills
Machine LearningComputer VisionSequential PredictionStructured PredictionInverse Reinforcement LearningTransformersDeep Learning OptimizationLinear AlgebraProbability TheoryOptimizationPythonDeep Learning FrameworksPyTorchJAXTensorFlowC++CUDAROSDOD Security ClearanceCAIMLDeep Learning
About this role
Overland AI is transforming land operations for modern defense, leveraging advanced research in robotics and machine learning. The role involves designing and deploying machine learning algorithms to enhance off-road autonomy.
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
Requirements:
- 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