Runway
Research Engineer, Data Foundations
$270K–$370K
Remote · Remote · Full-time · Posted Oct 10, 2024
- Experience
- 4+ years of experience in machine learning.
About the job
Own data strategy and infrastructure for training world models, designing datasets and experiments that improve model capabilities across tasks and domains.
What you'll do
- Design multimodal, multitask datasets and measure their impact on model behavior.
- Run controlled training experiments and define evaluations and benchmarks.
- Build and operate large-scale synthetic-data generation, filtering, and quality-control pipelines; partner with product and creative teams on data strategies.
What they ask for
- Experience with large multimodal datasets and generative models (video, image, or multimodal).
- Deep intuition for how data composition and quality affect model capabilities.
- Comfort across data analysis, dataset creation, model training, and evaluation.
- Proficiency with at least one ML framework and distributed compute tools.
Nice to have
- Data-centric machine-learning approaches.
Pay
$270K – $370K USD base salary
Tools
PyTorch, JAX, Ray, Kubernetes
AI focus
Develop world models by designing and curating training data, conducting model-training experiments, and evaluating capabilities; applications include creative tools and robotics.
Model-written summary · the original posting is authoritative