Senior Staff Tech Lead - Perception

November 5

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Stack AV

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Description

• About Stack: • Stack is developing revolutionary AI and advanced autonomous systems designed to enhance safety, reliability, and efficiency of modern operations. • The Perception team is looking for a lead to build up a team developing and deploying perception components for next generation self driving systems. • This requires developing strong ownership over critical components to being able to understand, experiment, improve, and field state-of-the-art perception systems in real time, safety critical applications. • 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.

Requirements

• 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.