Research Engineer Data Foundations
RunwayVisit Runway website
Runway is an AI company building generative media, developer, and robotics products on top of its real-world intelligence and general world models.
Distributed
Funding history
About Runway
Runway provides a cloud creative suite for generating and editing video, images, and audio; an API platform for developers; and a robotics toolkit for policy inference, simulation, and synthetic data generation powered by its GWM-1 general world model.
Skills
About the Role
You will design multimodal datasets, run training experiments, and build and operate synthetic-data generation, filtering, and quality-control pipelines. You will define model evaluations and benchmarks and translate target capabilities into concrete data strategies.
Requirements
- Machine learning
- Data-centric approach
- Multimodal dataset
- Generative model
- Video
- Image
- Data analysis
- Dataset creation
- Model training
- Evaluation
- PyTorch
- JAX
- Ray
- Kubernetes
- Distributed computing
Responsibilities
- Design multimodal multitask datasets for world-model capabilities
- Run training experiments on data composition and model performance
- Build and operate synthetic-data generation, filtering, and quality-control pipelines
- Define evaluations and benchmarks for model improvement
- Translate target behaviors and capabilities into data strategies