Staff Software Engineer, ML Acceleration

Stack AV is developing revolutionary AI and advanced autonomous systems designed to enhance safety, reliability, and efficiency of modern operations. The role focuses on increasing product development velocity by accelerating machine learning iterations, delivering a reliable and scalable training system, and collaborating with ML engineers to optimize models.

Responsibilities:

• Analyze ML models to identify and resolve performance bottlenecks
• Incorporate OSS tools to enable ML engineers self-sufficiently profile and optimize models
• Deliver solutions to streamline model deployment across various hardware platforms
• Collaborate with ML researchers to balance model accuracy and speed
• Implement optimizations using CUDA, Triton, and custom kernels
• Promote Engineering Excellence: Maintain a high bar for engineering excellence in their own work but also set a culture of engineering excellence within the team