Remote Data Readouts Evaluator & Rubric Auditor

AuraOne; United States; On-site; USD 110,208 - 165,312; Full time

Job summary

AuraOne is seeking a remote Data Analysis / Quantitative Readouts Evaluator to review model outputs and label edge cases against a quality rubric. You will compare paired responses, justify the stronger choice, and document issues for retraining.

Ideal candidates have prior experience in data analysis evaluation, strong written reasoning, and the ability to work asynchronously for at least 10 hours per week.

Qualifications

• Experience in evaluating data analysis / quantitative readouts against rubrics.
• Ability to name rubric clauses and apply them to prompts.
• Skill in tagging severity and structured feedback.

Responsibilities

• Evaluate model outputs against a rubric and assign severity tags.
• Compare paired responses and provide a rationale for the stronger answer.
• Label hallucinations, policy breaches, and unsafe content with tags.
• Capture ambiguous prompts and suggest rubric updates.
• Calibrate reviewer scores against gold-standard examples weekly.
• Document recurring failure modes for model improvement.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Data analysis / quantitative readouts

Job description

AuraOne is seeking a remote Data Analysis / Quantitative Readouts Evaluator to review model outputs and label edge cases against a quality rubric. You will compare paired responses, justify the stronger choice, and document issues for retraining.

Ideal candidates have prior experience in data analysis evaluation, strong written reasoning, and the ability to work asynchronously for at least 10 hours per week.