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