Staff Software Engineer - ML Infrastructure

December 2, 2023

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Voxel

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Description

• Build and maintain cloud infra and distributed systems for MLOps • Build out internal training framework to make research with large distributed models easy and fun • Design and develop systems to support Voxel's ML development, with a focus on computer vision applications. • Provide technical guidance, mentorship, and project management support. • Build distributed systems and pipelines for data management, ensuring scalability, reliability, and performance. • Demonstrate a deep understanding of DevOps practices and apply them to ML operations. • Utilize technologies such as Kubernetes and various CI/CD systems to optimize infrastructure deployment and management. • Handle the complexities of designing and implementing ML infrastructure systems in a dynamic and fast-paced startup environment. • Contribute to the overall impact of Voxel's AI-powered workplace safety solutions by delivering robust and efficient ML infrastructure.

Requirements

• Bachelor's degree in Computer Science or a related field. • Minimum 5+ years of experience in software engineering, with a focus on infrastructure design. • Have experience designing large, highly available distributed systems with Kubernetes. • Proven experience in designing complex systems and strong software engineering skills. • Strong understanding and experience with distributed systems like Apache Spark, Ray etc. and infrastructure design. • Proficiency in containerization technologies like Docker and orchestration platforms like Kubernetes. • Demonstrated expertise in DevOps practices, with a focus on ML. • Have worked on ML tools that researchers love

Benefits

• Daily lunch provided for in-office employees. • Company events, including an annual onsite gathering for the entire team, team-specific events throughout the year, and regular small office events such as happy hours, ultimate frisbee games, and escape rooms. • Health, dental, and vision coverage. • Unlimited paid-time off. • Flexible working arrangements. • 401K retirement plan. • HSA option. • Commuter Card for pre-tax funds.