Remote Technical Writer Evaluation & Quality Feedback Specialist

AuraOne; United States; On-site; USD 34,000 - 55,000; Full time

Job summary

AuraOne is seeking a remote Technical Writer evaluation contractor to review prompts and model outputs against AuraOne's quality rubric. You will compare paired responses, label edge cases, and write structured feedback to retrain the model.

You will document recurring failure modes, calibrate against gold-standard samples weekly, and provide clear rationales that map to rubric clauses. Remote work is US-eligible with flexible hours.

Qualifications

• Prior evaluation, annotation, or human-rater experience on technical writer evaluation or adjacent content for Technical Writer 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 technical writer evaluation model outputs against a versioned rubric and assign severity tags for Technical Writer 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-based annotation

Severity tagging

Inter-rater calibration

Technical Writer evaluation

Job description

AuraOne is seeking a remote Technical Writer evaluation contractor to review prompts and model outputs against AuraOne's quality rubric. You will compare paired responses, label edge cases, and write structured feedback to retrain the model.

You will document recurring failure modes, calibrate against gold-standard samples weekly, and provide clear rationales that map to rubric clauses. Remote work is US-eligible with flexible hours.