Senior Director - Genai Data Strategy

Invidia

CA, United States
Base: 340,000 usd - 517,500 usd; bonus/equity: equ...
Gen ai data strategy
Foundation models
Data flywheel
Define and evolve the end-to-end roadmap for multi-lingual data acquisition across various modalities to train and evaluate large-scale AI models

Job Summary

  • Define and evolve the end-to-end roadmap for multi-lingual data acquisition across various modalities to train and evaluate large-scale AI models.
  • Collaborate with research teams to interpret model edge cases and failure modes, refining data collection logic into a continuous loop.
  • Establish data quality frameworks, including de-duplication, versioning, bias detection, and ethical filtering, leading internal policies on data privacy, consent, and transparency.

Matching Summary

Define and evolve the end-to-end roadmap for multi-lingual data acquisition across various modalities to train and evaluate large-scale AI models.

Salary

Base: 340,000 USD - 517,500 USD; Bonus/Equity: equity; Benefits: benefits

Skills & Requirements

Must-have

  • Gen AI Data Strategy
  • foundation models
  • data flywheel
  • synthetic data generation
  • human-in-the-loop workflows
  • data quality frameworks

Nice-to-have

  • customer empathy
  • creative and autonomous
  • industry standardization
  • open data strategy

Key Requirements

  • 18+ years AI/ML product management or data operations
  • 8+ years people management experience
  • Bachelor’s or Master’s degree in technical field or equivalent experience
  • Frontier Model Knowledge (LLM/VLM architectures, alignment methods)
  • Data-Centric Attitude ('Full Stack' data perspective)
  • Customer Empathy experience

Work Rights

Not specified

Tailored Resume

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