Staff Software Engineer - ML Platform

November 1, 2024

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Stack AV

Stack AV is a company that is revolutionizing the transportation industry through its autonomous trucking solutions, driven by advanced artificial intelligence. The company focuses on developing AI-powered autonomous systems to enhance safety, reliability, and efficiency in trucking operations. Stack AV is committed to addressing the challenges of the trucking industry by designing smart solutions to improve supply chain intelligence, business outcomes, and delivery speed. Safety is a core principle, and the company leverages cutting-edge AI, machine learning, and cloud technologies to innovate within the industry.

πŸ“‹ Description

β€’ About Stack: Stack is developing revolutionary AI and advanced autonomous systems designed to enhance safety, reliability, and efficiency of modern operations. β€’ About the Team: In the ML Training and DevEx team, our mission is to provide a reliable, scalable, and easy to use training framework for modeling needs. β€’ What Success Looks Like: Experience with both ML Platforms and building ML-based applications.

🎯 Requirements

β€’ Experience with both ML Platforms and building ML-based applications (bonus point if you have modeling experience). β€’ Experience building scalable, reliable infra at a fast-paced environment. β€’ Ability to work across teams. β€’ Experience building or using ML infra built for a large number of customer teams. β€’ A deep understanding of design tradeoffs and ability to articulate those tradeoffs and work with others on getting alignment. β€’ Experience with building ML models or ML infra in the domains of autonomous vehicles, perception, and decision making (desirable but not required). β€’ Experience with model training, model optimization, or large data processing pipelines.

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