AI Assistant Output Evaluation Specialist

OpenTrain AI; United States; Remote; GBP 31,000 - 92,000; Part time

Benefits offered by this job

Remote work

Job summary

OpenTrain AI is seeking an AI Assistant Output Evaluation Specialist for an enterprise AI training initiative. You will assess AI-generated assistant responses using detailed rubrics and quality standards to support model refinement.

This is an entry-level, part-time contractor role requiring 20+ hours per week. Prior AI experience isn’t required, and strong written communication and analytical skills are valuable. You’ll work remotely and document evaluations to keep findings transparent.

Qualifications

• Ability to evaluate AI outputs against detailed rubrics and quality standards.
• Strong critical thinking and impartial judgment.
• Identify accuracy, relevance, reasoning, and logic issues.
• Experience with grading, QA, editorial review, or assessment is helpful.
• Clear written communication for concise feedback.
• Comfort reviewing high volumes of examples.
• Collaborative approach to discussing ambiguous evaluation criteria.
• Familiarity with ChatGPT, Claude, or similar AI assistants is helpful.

Responsibilities

• Evaluate high volumes of AI outputs against rubrics.
• Identify gaps in reasoning and tool use.
• Write concise, actionable feedback.
• Discuss rubric interpretations and evolving standards.
• Document evaluations and recommendations for transparency.

Skills

Rubric evaluation

Analytical thinking

Written communication

Independent work

Quality assurance

Collaboration

AI familiarity

Editorial judgment

Tools

ChatGPT

Claude

Job description

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. It helps people discover projects, build a professional AI training profile, and grow experience in a fast-moving industry where human judgment directly shapes how AI systems work.

Create an OpenTrain account for free and apply in minutes. Your profile can help you present credible evaluation experience and develop a long-term portfolio in AI training.

About AI Training Work

AI training is the human side of building artificial intelligence. Contributors review model responses, rate quality, identify failures, and provide feedback that helps AI systems become more accurate, useful, and reliable.

This role focuses on evaluating text generated by AI assistants. It offers remote, flexible contractor work for people who enjoy careful analysis, structured decision-making, and clear written communication.

The Role

OpenTrain is seeking an AI Assistant Output Evaluation Specialist for an enterprise AI training initiative. You will assess AI-generated assistant responses using detailed rubrics and quality standards, then document findings that support model refinement.

This is an entry-level, part-time contractor opportunity requiring 20 or more hours per week. Prior AI experience is not required, and relevant analytical or domain expertise can be valuable.

• Work remotely from the United States, Canada, United Kingdom, Ireland, Australia, or New Zealand
• Work in English
• Earn an advertised rate of $30-$90 per hour
• Contribute to AI training through response evaluation and rating

What You'll Do

You will review a high volume of AI assistant outputs and apply consistent, impartial judgment. Your evaluations will help identify where responses succeed and where models need to improve.

You will also explain your decisions clearly, participate in discussions about ambiguous cases, and maintain documentation so evaluation outcomes remain transparent and traceable.

• Evaluate responses for accuracy, relevance, logic, and adherence to defined guidelines
• Identify reasoning gaps, tool-use failures, and other quality issues
• Write concise feedback describing strengths and specific improvement opportunities
• Apply rubrics consistently across large volumes of examples
• Discuss rubric interpretation and evolving quality standards
• Document evaluations and recommendations for transparent assessment

Requirements

The strongest candidates bring experience reviewing work against explicit criteria and can communicate complex findings in concise, actionable writing. Prior experience with AI assistants is helpful but not required.

You should be comfortable working independently through repetitive review tasks while maintaining accuracy, fairness, and attention to detail. You will also need to collaborate on ambiguous cases and help refine evaluation criteria.

• Ability to evaluate AI assistant outputs against detailed rubrics and quality standards
• Strong critical thinking and impartial judgment
• Ability to identify accuracy, relevance, reasoning, and logic issues
• Experience with grading, quality assurance, editorial review, assessment, annotation, or comparable analytical work is helpful
• Clear written communication for concise, actionable feedback
• Comfort reviewing high volumes of examples
• Collaborative approach to discussing ambiguous evaluation criteria
• Familiarity with ChatGPT, Claude, or similar AI assistants is helpful but not required

Helpful Background

Experience with process improvement, rubric development, scorecards, or operational quality assessment in an enterprise or educational setting may support success in this role. Familiarity with structured review and assessment processes is also useful.