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Stack AV · 1 day ago

Senior Software Engineer, Vehicle Behaviors (ML Focus)

United States

Full-time

Remote

Senior Level

Stack AV is developing revolutionary AI and advanced autonomous systems to enhance safety, reliability, and efficiency in the trucking transportation industry. They are seeking a Senior Software Engineer focused on machine learning to develop and deploy motion planning components for next-generation self-driving systems, requiring strong ownership over critical components and collaboration across various teams.

Artificial Intelligence (AI)AutomotiveAutonomous VehiclesTransportation

No H1B

U.S. Citizen Only

Responsibilities

Design, scope, implement, and integrate machine learning systems to solve on-vehicle behavior problems in a real-time, resource-constrained environment

Develop tooling and infrastructure necessary to measure and iterate on ML models

Work closely with systems engineers to ensure a safe, well tested product is delivered

Work closely with verification teams to ensure proper testing and validation of the motion planning modules. Make extensive use of unit testing, simulation, and log simulation to properly validate their work

Collaborate with other autonomy teams including perception, localization, controls, etc. to ensure solutions are appropriate for real-world performance

Identify bottlenecks and limitations in system performance, and develop novel motion planning components to unlock new capabilities and ensure a reliable system

Be involved in experimentation, design and iteration exercises, and help to align stakeholders by using strong presentation and communication skills