Member of Technical Staff - Synthetic Data & Data Scaling

Added
3 hours ago
Type
Full time
Salary
Salary not provided

Related skills

training data pipelines scaling synthetic data ablation
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๐Ÿ“‹ Description

  • Own the question of what models learn from: how data is generated, filtered, weighted, and scaled
  • Design and run synthetic data pipelines at scale.
  • Build rigorous methods to measure whether a data intervention improves the model.
  • Run scaling and ablation experiments to decide what goes into the next training run.
  • Work end to end: from hypothesis about data, to generation/curation pipeline, to controlled

๐ŸŽฏ Requirements

  • Experience with synthetic data generation and data scaling.
  • Ability to design and run large-scale data pipelines.
  • Experience with training experiments, scaling, and ablations.
  • Strong analytical skills for measuring data intervention impact.
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