Typography Quality Evaluator

AI Trainer Jobs; United States; Remote; USD 27,552,000 - 68,880,000; Full time

Job summary

AI Trainer Jobs is seeking a Typography Quality Evaluator for a remote evaluation track. You will review prompts and model outputs against AuraOne's rubric, label edge cases, and provide structured feedback to help retrain the model.

Responsibilities include evaluating outputs, comparing paired responses, tagging issues, and calibrating scores weekly. Requires attention to detail and written rationale; remote, contractor role with hourly pay after interview.

Qualifications

• Prior evaluation, annotation, or human-rater experience on typography quality evaluation or adjacent content for typography evaluation work.
• 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.

Skills

Typography evaluation

Annotation experience

Inter-rater calibration

Written rationale

Job description

Typography Quality Evaluator is a remote evaluation track for reviewing typography quality evaluation prompts and responses against AuraOne's quality rubric. Reviewers compare paired outputs, label edge cases, and write the kind of structured feedback the modeling team can use to retrain.

Category: Frontier Model Evaluation · Pay: Hourly rate confirmed after the interview process · Location: Remote — US-eligible · Contractor

Typography Quality Evaluator is a remote evaluation track for reviewing typography quality evaluation prompts and responses against AuraOne's quality rubric.

About the role

Typography Quality Evaluator is a remote evaluation track for reviewing typography quality evaluation prompts and responses against AuraOne's quality rubric. Reviewers compare paired outputs, label edge cases, and write the kind of structured feedback the modeling team can use to retrain.
AI data reviewers help turn typography quality evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.
Review frontier model outputs. Judge benchmark failures and calibrate other evaluators.

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.

Role details

Track Evaluation & annotation Work model Remote · Independent specialist contractor Compensation Hourly rate confirmed after the interview process. Eligible from US

What you should bring

• 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.

Role signals

Example tasks

• Compare two typography quality evaluation model responses to the same prompt and pick the stronger one with rationale.
• Tag an unsafe response with the correct policy category and severity.
• Audit a 50-row batch for rubric consistency and report drift to the program lead.
• Propose a rubric clarification after spotting a recurring failure mode.

Useful experience

• Background in linguistics, content moderation, or trust & safety review.
• Experience with inter-rater agreement metrics and calibration cycles.
• Domain expertise that lets you spot subject-matter errors automated checks miss.

Compensation and schedule

Hourly rate confirmed after the interview process.
Expected arrangement: contractor , with program-defined task volume and review pacing. Placement depends on current program demand and reviewer confirmation.

Skills used in matching

• Model output evaluation
• Rubric-based annotation
• Severity tagging
• Inter-rater calibration
• Typography Quality evaluation
• Creative review
• Production quality
• Design critique
• Typography