Typography Quality Evaluator - Remote Review & Feedback

AuraOne; United States; On-site; USD 34,440 - 68,880; Part time

Benefits offered by this job

Remote work (US eligible)

Contractor role

Job summary

AuraOne is seeking a Typography Quality Evaluator to remotely review prompts and responses against our quality rubric. As a contractor, you will compare paired outputs, label edge cases, and provide structured feedback to help retrain the model.

This role emphasizes clear written rationale, inter-rater calibration, and attention to detail. Applicants must be US-eligible, with reliable async availability of at least 10 hours per week; compensation is an hourly rate determined after interview.

Qualifications

• Prior evaluation, annotation, or human-rater experience on typography quality evaluation or adjacent content for Typography Quality Evaluator work.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the issue and the rubric clause being applied.
• Strong attention to detail and the ability to flag when a prompt itself is the problem.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate typography quality evaluation model outputs against a versioned rubric and assign severity tags for Typography 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.
• Document recurring failure modes so the modeling team can target them in the next training run.

Skills

Model output evaluation

Rubric-basedannotation

Severity tagging

Inter-rater calibration

Typography Quality evaluation

Creative review

Production quality

Design critique

Typography

Job description

AuraOne is seeking a Typography Quality Evaluator to remotely review prompts and responses against our quality rubric. As a contractor, you will compare paired outputs, label edge cases, and provide structured feedback to help retrain the model.

This role emphasizes clear written rationale, inter-rater calibration, and attention to detail. Applicants must be US-eligible, with reliable async availability of at least 10 hours per week; compensation is an hourly rate determined after interview.