Remote Illustration Quality Evaluator | Model Output Review

AI Trainer Jobs; United States; Remote; USD 2,066,000 - 4,133,000; Part time

Job summary

AI Trainer Jobs is seeking an Illustration Quality Evaluator for a remote contractor role. Review illustration quality evaluation prompts and responses against a published rubric, compare paired outputs, and provide structured feedback to support retraining efforts.

You will label edge cases, document rationales, and help calibrate reviewers through ongoing scoring and rubric updates. This position emphasizes careful analysis, clear written reasoning, and reliable part-time availability.

Qualifications

• Prior evaluation, annotation, or human-rater experience in illustration quality evaluation.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning naming the issue and rubric clause.
• Strong attention to detail and ability to flag prompt problems.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate illustration quality evaluation model outputs against a rubric and assign severity tags for Illustration Quality Evaluator assignments.
• Compare paired responses and pick the stronger answer with a written rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route them back to the program team for rubric updates.
• Maintain reviewer-quality scores by calibrating against gold-standard examples each week.

Skills

Evaluation experience

Rubrics proficiency

Clear reasoning

Attention to detail

Async availability

Job description

AI Trainer Jobs is seeking an Illustration Quality Evaluator for a remote contractor role. Review illustration quality evaluation prompts and responses against a published rubric, compare paired outputs, and provide structured feedback to support retraining efforts.

You will label edge cases, document rationales, and help calibrate reviewers through ongoing scoring and rubric updates. This position emphasizes careful analysis, clear written reasoning, and reliable part-time availability.