Sr Data Scientist (fixed Term)

Disney Streaming

San Francisco, CA, United States
Base: $131,900-$208,400 py; bonus/equity: a bonus ...
Hybrid
Generative ai focus
Data curation pipeline
Statistical analysis and sampling
Develop a robust data curation pipeline focused on Generative AI for identifying and leveraging assets for technical model training

Job Summary

  • Develop a robust data curation pipeline focused on Generative AI for identifying and leveraging assets for technical model training.
  • Design and implement statistical methods for dataset diversity, down-weighting low-variance data, and de-duplication algorithms.
  • Integrate data cleaning, normalization, and sampling modules into a scalable automated pipeline and establish success criteria for model fidelity.

Matching Summary

Develop a robust data curation pipeline focused on Generative AI for identifying and leveraging assets for technical model training.

Salary

Base: $131,900-$208,400 per year; Bonus/Equity: A bonus and/or long-term incentive units may be provided; Benefits: Full range of medical, financial, and/or other benefits

Skills & Requirements

Must-have

  • Generative AI focus
  • Data curation pipeline
  • Statistical analysis and sampling
  • Generative model evaluation metrics
  • Large-scale unstructured media data

Nice-to-have

  • Bridging raw data and ML
  • Collaborate with creative leads
  • Fast-paced initiative

Key Requirements

  • 5+ years experience in related field
  • Bachelor's degree or equivalent work experience
  • Master's Degree preferred
  • Proven background in Data Science
  • Emphasis on Computer Vision, Generative AI, or Deep Learning
  • Proficiency in statistical analysis and dataset curation
  • Familiarity with Generative Model evaluation metrics

Work Rights

Not specified

Tailored Resume

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