Senior MLOps Engineer - Production

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Job Summary:

Luma AI is on a mission to build multimodal AI to expand human imagination and capabilities. The Senior MLOps Engineer will be responsible for integrating new model architectures, developing user-friendly APIs, and optimizing GPU resource scheduling while maintaining CI/CD pipelines.

Responsibilities:

• Ship new model architectures by integrating them into our inference engine

• Empower our product team to create groundbreaking features by developing user-friendly APIs and interaction patterns

• Build sophisticated scheduling systems to optimally leverage our expensive GPU resources while meeting internal SLOs

• Build and maintain CI/CD pipelines for processing/optimizing model checkpoints, platform components, and SDKs for internal teams to integrate into our products/internal tooling.

Qualifications:

Required:

• Strong generalist Python skills

• Experience with queues, scheduling, traffic-control, fleet management at scale

• Extensive experience with Kubernetes and Docker

• Must have Python

• Kubernetes

• Redis

• S3-compatible Storage

Preferred:

• Pytorch

• CUDA

• Ffmpeg

Company:

Luma AI is a generative AI startup that enables users to transform text descriptions into corresponding 3D models. Founded in 2021, the company is headquartered in Palo Alto, California, USA, with a team of 11-50 employees. The company is currently Growth Stage. Luma AI has a track record of offering H1B sponsorships.