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Stack AV · 1 month ago

Senior ML Engineer, Dynamic World Perception

United States

Full-time

Remote

Senior Level, Lead/Staff

Stack is developing revolutionary AI and advanced autonomous systems designed to enhance safety, reliability, and efficiency of modern operations. The Senior ML Engineer will lead the development, maintenance, and enhancement of long-range detection capabilities, ensuring safety and performance standards are met or exceeded.

Artificial Intelligence (AI)AutomotiveAutonomous VehiclesTransportation

No H1B

U.S. Citizen Only

Responsibilities

Work in the team to deliver state-of-the-art long-range detection capabilities

Contribute to expansion and fusion of existing detection models to support long-range performance

Contribute to improvement of model frameworks, architecture, and data pipelines

Develop robust software for onboard vehicle deployment, optimizing for real-time, resource-constrained, and safety-critical environments

Drive highly cross-functional features and work streams from problem statement to delivery

Contribute to the technical direction of the team and broader perception org

Align stakeholders with strong presentation and communication skills

Lead challenging technical topics and build consensus

Qualification

Deep learning modelsReal-time robotic applicationsSensor fusionC++PythonSoftware engineeringMachine learning algorithm designPresentation skillsCommunication skills

Required

Extensive experience architecting, training, and deploying deep learning models into real-world environments

Track record of driving applied research projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization

Experience delivering detection, segmentation, and/or tracking solutions for real-time robotic applications

Strong experience in software engineering and machine learning algorithm design

Strength in C++ and experience with Python