Generalist

Outlier helps the world's most innovative companies improve their AI models by providing high-quality human feedback. Are you detail-oriented, analytical, and interested in shaping the future of AI

About the opportunity

Generalists

What you will do:

• Watch and evaluate vide

  os, providing clear and structured feedback to improve AI model understanding

• Annotate and analyze content

  with accuracy, ensuring consistency and attention to detail

• Communicate clearly

  through written feedback, highlighting strengths and weaknesses in AI outputs

• Assess relevance and factual accuracy

  of AI-generated responses

• Contribute to prompt and response writing

  , editing, and refinements to improve model performance

What we are looking for:

• Strong analytical and critical thinking

  skills

• Excellent written and verbal communication

  in English
• Ability

  to pay close attention to detail

  when reviewing and annotating content
• Comfortable working

  with video and text-based tasks

• Self-motivated, reliable, and able to meet deadlines

Examples of desirable expertise:

• Prior experience

  in content review, editing, moderation, or annotation

• Background

  in research, communications, or analytical roles

• Experience with tasks requir

  ing structured judgment and precision

• Demonstrated ability

  to explain reasoning clearly and objectively