Senior Researcher - Diffusion and Vision Research

Protege

Completely RemoteFull TimeEngineering & Architecture
Posted 3 months ago

This role is no longer accepting applications.

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Job description

Responsibilities

  • Characterize video datasets and maintain up-to-date data scorecards and metrics
  • Design and execute targeted evaluations of video models to identify data gaps
  • Define and maintain evaluation sets and slices that reflect real-world use cases
  • Build relationships with external researchers to identify emerging video data needs

Requirements

  • PhD or Master's degree with 4+ years of industry experience in machine learning, computer science, or a related field
  • Proven experience with diffusion models or video models
  • Expertise in designing and running model evaluations and data analyses
  • Strong technical documentation and communication skills
  • Ability to independently scope research questions and drive experiments to completion

Preferred Qualifications

  • Publications or open-source contributions in data-centric AI
  • Experience developing evaluation frameworks or performance metrics for training data
  • Prior work on video generation or understanding models and their benchmarks
  • Experience collaborating with industry or academic labs on video research

About the Company

Protege is building a platform to solve the biggest unmet need in AI: access to high-quality training data. We facilitate the secure, efficient, and privacy-centric exchange of AI training data, powering partnerships with some of the most ambitious teams in the industry.

Skills & tools

Computer VisionMachine Learning

What the team is looking for

Use this list as a quick fit check before you apply.

  1. 01PhD or Master's with 4+ years experience
  2. 02Machine learning or computer science background
  3. 03Experience with diffusion or video models
  4. 04Model evaluation and data analysis expertise
  5. 05Technical documentation skills
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