AI Evaluation Analyst
Toptal · Anywhere in the World · posted 8 months ago
Role Overview
Key Responsibilities
- Assess AI-generated content for accuracy, relevance, safety, and consistency.
- Apply established evaluation frameworks, scoring rubrics, and quality benchmarks.
- Perform both qualitative and quantitative analysis of model outputs and performance.
- Identify edge cases, recurring failure patterns, and areas that require improvement.
- Document findings clearly and provide practical, actionable recommendations.
- Work closely with data scientists, engineers, and product teams to refine models and workflows.
- Support testing cycles, experiments, and benchmarking efforts.
- Handle sensitive or confidential data with care and attention to detail.
Skills and Qualifications
- Strong analytical and critical thinking abilities.
- Ability to interpret guidelines and consistently apply structured evaluation criteria.
- Excellent written communication and documentation skills.
- Comfortable working with datasets, spreadsheets, and reporting tools.
- Basic understanding of AI concepts such as machine learning, NLP, or large language models is a plus.
- Highly detail-oriented with the ability to manage repetitive review tasks accurately.
- Capable of working independently while meeting quality standards and turnaround times.
Preferred Background
- Experience in quality assurance, data analysis, research, or content review roles.
- Exposure to AI products, prompt evaluation, model testing, or data annotation workflows.
- Comfort working in fast-paced, experimental, and rapidly evolving environments.
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