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Member of Technical Staff, Backend

Runway AI

View all jobs at Runway AI

Location: Remote / New York

Category: Engineering

Domain: Generative media

Experience Level: Mid Level

Compensation: $180,000-230,000

Posted 9 months ago

Job Description

About the role

We’re looking for a Software Engineer for our Backend team to help us build cutting-edge, AI-powered video creation and collaboration tools. Rather than specialists, we’re seeking curiosity-driven engineers who are determined problem solvers and thrive in fast-paced, high-ownership environments. Our engineering team is highly collaborative and works on a wide variety of exciting challenges, including building backend services for interactive video processing and streaming, and deploying cutting-edge computer vision and generative models to production.

A peek at our technical stack

Our video streaming backend components are written in Python, use a lot of FFmpeg/libav and HLS for on-the-fly transcoding, PyTorch and TorchScript for ML inference, and are deployed as containerized services on Kubernetes. Our API endpoints for real-time collaboration and media asset management are written in Typescript and Node.js and are deployed as serverless functions on AWS Lambda.

What you’ll do

Work with a world-class engineering team pushing the boundaries of creativity and content creation on the browser

Work across the Backend stack to implement new product features for Runway’s machine learning based video creation and collaboration tools

Create server-side components using the latest in machine learning and graphics

Improve the performance, reliability, and code quality of our codebases

We Expect You To

What you’ll need

3+ years of industry experience in a software engineering role, ideally backend focused

Demonstrated fluency of one or more programming languages, including Python, Node.js, or Rust

Experience in architecting production-ready systems and familiarity with debugging and profiling tools

Ability to rapidly prototype solutions and iterate on them with tight product deadlines

Humility and open mindedness; at Runway we love to learn from one another

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