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Overland AI · 5 months ago

Software Engineer, Machine Learning (All levels)

United States

Full-time

Remote

Entry Level

$120K/yr - $300K/yr

Overland AI is a manufacturer and developer of autonomous navigation for off-road autonomous vehicles. They are seeking machine learning experts to advance the state of off-road autonomy by designing and deploying machine learning algorithms to enhance vehicle behavior and system performance.

Artificial Intelligence (AI)Autonomous VehiclesMachine LearningRoboticsSoftware

No H1B

Security Clearance Required

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

Qualification

Machine LearningDeep LearningPythonPytorchTensorflowC++CUDAROSLinear AlgebraProbability TheoryOptimizationDOD Security Clearance

Required

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