Remote Writing Evaluation Specialist - Contractor

AuraOne; United States; On-site; USD 103,320 - 206,640; Part time

Benefits offered by this job

Remote work

Competitive pay

Job summary

AuraOne is seeking a Writing Expert for a remote, contractor role in the United States. You will review writing evaluation prompts and responses, label edge cases, and provide structured feedback to help retrain the model.

Responsibilities include evaluating outputs against a versioned rubric, comparing responses, tagging issues, and documenting calibration data. Reliable availability of at least 10 hours weekly is required.

Qualifications

• Prior evaluation, annotation, or human-rater experience on writing evaluation or adjacent content.
• Clear written reasoning that names the issue and the rubric clause being applied.
• Ability to apply multi-page rubrics consistently across long batches.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate writing evaluation model outputs against a versioned rubric and assign severity tags.
• Compare paired responses and select the stronger answer with a written rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route them to the program team for rubric updates.
• Maintain reviewer-quality scores by calibrating against gold-standard examples.
• Document recurring failure modes to help the modeling team in future training.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Writing evaluation

Job description

AuraOne is seeking a Writing Expert for a remote, contractor role in the United States. You will review writing evaluation prompts and responses, label edge cases, and provide structured feedback to help retrain the model.

Responsibilities include evaluating outputs against a versioned rubric, comparing responses, tagging issues, and documenting calibration data. Reliable availability of at least 10 hours weekly is required.