Member of Technical Staff, Research Engineer (Datasets)
R
RunwayAI, World Models
U.S.Full-TimeStaff
Salary270000 - 370000 USD per year
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Job Details
- Experience
- 4+ years
- Required Skills
- Data AnalysisKubernetesMachine LearningPyTorch
Requirements
- 4+ years of experience in machine learning
- Experience with large multimodal datasets and generative models (video, image, or multimodal)
- Deep intuition for how data composition and quality translate to model capabilities
- Comfort working across the full research stack: data analysis, dataset creation, model training, evaluation, and back again
- Proficiency with at least one ML framework (e.g. PyTorch, JAX)
- Proficiency with distributed compute tools (e.g. Ray, Kubernetes)
Responsibilities
- Design multimodal, multitask datasets that teach world models new capabilities
- Decide what data to collect, generate, or curate and measure its effect on model behavior
- Run controlled training experiments to understand how data composition drives model performance across tasks and domains
- Build and operate large-scale pipelines for synthetic data generation, filtering, and quality control
- Define evaluations and benchmarks that measure whether our models are actually improving at the things that matter
- Partner with product and creative teams to translate target behaviors and capabilities into concrete data strategies
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