Member of Technical Staff Research Engineer
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 run experiments to teach world models new behaviors, develop data and training strategies, and design capability evaluations. You will take research features to production and contribute across data pipelines, modeling, training, evaluation, and production inference.
Requirements
- Machine learning
- Multimodal generative model
- Data pipeline
- Pretraining
- Post-training
- Model training
- Evaluation
- Deployment
- PyTorch
- JAX
- Distributed training
Responsibilities
- Run experiments to teach world models new behaviors
- Develop and test data strategies, architectural variants, and training techniques
- Design evaluations and use them to improve models
- Take research prototypes to production
- Contribute to data pipelines, modeling, and production inference