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Member of Technical Staff, Research Engineer (Datasets)

Runway· Research and Data Engineering
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Remote$270k - $370kFull-timePosted 9mo ago

About the role

Building AI world models through designing and curating multimodal, multitask datasets, and experimenting with data-driven model improvements.

Responsibilities

  • Design multimodal, multitask datasets that teach world models new capabilities — deciding what data to collect, generate, or curate and measuring 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

Qualifications

  • 4+ years of experience in machine learning, bonus points for data-centric approaches
  • 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) and distributed compute tools (e.g., Ray, Kubernetes)

Skills

Required:Multimodal Data DesignModel Training and EvaluationData Pipeline Construction
Last updated Apr 6, 2026. Interested? Apply on the company site.
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