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Stack AV · 5 months ago

Senior Staff Tech Lead, Perception

United States

Full-time

Remote

Senior Level

5+ years exp

Stack is developing revolutionary AI and advanced autonomous systems designed to enhance safety, reliability, and efficiency of modern operations. The role involves leading the Perception team to develop and deploy perception components for next generation self-driving systems, with a focus on ownership and cross-functional collaboration.

Artificial Intelligence (AI)AutomotiveAutonomous VehiclesTransportation

No H1B

Responsibilities

Identify and develop next generation perception architectures

Produce a coherent data representation of the environment based on data fusion between map alignment, tracking, drivable area, etc

Work cross-functionally across perception, mapping, and decision making to ensure autonomy-wide alignment

Partner with other teams across the company to identify key requirements, dependencies, and prioritize the key use cases that support business outcomes. This includes leading across data collection ops, ML infrastructure, cloud infra, onboard infra, and other partners to ensure e2e delivery of solutions

Qualification

Deep LearningComputer VisionRoboticsC++GPU (CUDA)Perception SolutionsMachine LearningProblem DefinitionData FusionCross-functional Collaboration

Required

PhD (or 5+ years of experience) in perception related fields, such as Robotics, Computer Vision, Machine Learning

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 perception/tracking solutions for real-time robotic applications

Excellent performance-oriented C++ engineering skills

Experience with automated driving

Experience working with a GPU (cuda)

Experience in Deep Learning pipelines