Member of Technical Staff, Inference

Runway (19 days ago)

HybridFull TimeSenior$240,000 - $290,000Engineering

About this role

An ML Infrastructure Engineer at Runway bridges research and production to productionize cutting-edge generative models. The role partners closely with research teams to take checkpoints from training through staging to production, building and maintaining the infrastructure that enables reliable, large-scale inference and fast iteration. The work directly impacts shipping models and features to millions of users.

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Required Skills

PyTorch
Multi-GPU
Kubernetes
GPU Drivers
Cloud Providers
Monitoring
Observability
Terraform
Python
Model Serving

About Runway

runwayml.com

Runway is an AI-powered creative platform for generating and editing images and video—offering text-to-video, image-to-video, upscaling, background removal, and other model-driven effects—inside a browser-based editor. It combines generative AI models, modular “apps,” and real‑time collaborative editing so creators, filmmakers, designers, and teams can iterate quickly on visual content. The platform serves individual creators and professional studios with scalable processing, integrations, and export options for production pipelines. Millions use Runway for prototyping, VFX, and production because of its ease of use and cutting-edge generative tools.