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AI Evaluation Analyst at Toptal

ToptalPosted February 18, 2026
AI Evaluation Analyst at Toptal

Job Description

Toptal is seeking an AI Evaluation Analyst to assess the quality, performance, and reliability of AI systems. You’ll play a key role in improving AI products by analyzing outputs, identifying patterns, and delivering structured feedback to technical and cross-functional teams.

What You’ll Do

  • Evaluate AI-generated outputs for accuracy, relevance, safety, and consistency
  • Apply defined evaluation frameworks and quality standards
  • Analyze model performance (qualitative and quantitative)
  • Identify edge cases and failure patterns
  • Document findings and provide actionable recommendations
  • Collaborate with data scientists, engineers, and product teams
  • Support testing, experiments, and benchmarking initiatives

What You Bring

  • Strong analytical and critical thinking skills
  • Excellent written communication and documentation abilities
  • Experience with datasets, spreadsheets, and reporting tools
  • Ability to apply structured guidelines consistently
  • High attention to detail and ability to manage repetitive review tasks

Nice to Have: Background in QA, data analysis, research, content review, or exposure to AI/ML, NLP, or LLM evaluation workflows.

If you’re detail-oriented and passionate about improving AI systems, apply now.