Luma AI
Photoreal 3D. For everyone.
3D Photography • Computer Vision • Machine Learning • Augmented Reality • 3D Computer Graphics
2 - 10
Principal Software Engineer- Data infrastructure
August 17
🏢 In-office - Bay Area
Luma AI
Photoreal 3D. For everyone.
3D Photography • Computer Vision • Machine Learning • Augmented Reality • 3D Computer Graphics
2 - 10
Description
• Design, build and automate infrastructure for processing data across multiple clusters of thousands of GPUs. • Work with researchers to identify and implement technical data requirements, and optimize distributed loading for model training. • Work cross-functionally for diverse backend engineering needs. • Design & build performant infrastructure to manage and leverage large-scale datasets for our model training.
Requirements
• Requirement of 10+ years of engineering, including 2+ years of work experience in petabyte-level data processing. • Very strong generalist python coding. • Experience engineering large-scale systems that process and serve petabytes of data. • Deep understanding of Kubernetes, SLURM, Ray and other cluster orchestration systems. • Experience working with visual data. • Experience working closely with ML is a strong plus. • Please note this role is not meant for recent grads.
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