Remote Trace Workflow Evaluator & Feedback Auditor

AuraOne, Inc.; United States; Remote; USD 34,000 - 62,000; Full time

Job summary

AuraOne, Inc. is seeking a remote Debugging Trace Workflow Reviewer to evaluate model outputs against our quality rubric, tag edge cases, and provide structured feedback for retraining. You will compare paired responses, label issues, and document recurring failure modes.

This is a contractor role with flexible weekly hours, requiring strong written reasoning and attention to detail. Ideal candidates have prior experience in evaluation or annotation and can work asynchronously for at least 10

Qualifications

• Prior evaluation, annotation, or human-rater experience on debugging trace workflow evaluation or adjacent content for Debugging Trace Workflow Reviewer work.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the issue and the rubric clause being applied.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate debugging trace workflow evaluation model outputs against a versioned rubric and assign severity tags for Debugging Trace Workflow Reviewer 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

Debugging Trace Workflow evaluation

Code review

Software testing

Agent evaluation

Debugging

Trace

Job description

AuraOne, Inc. is seeking a remote Debugging Trace Workflow Reviewer to evaluate model outputs against our quality rubric, tag edge cases, and provide structured feedback for retraining. You will compare paired responses, label issues, and document recurring failure modes.

This is a contractor role with flexible weekly hours, requiring strong written reasoning and attention to detail. Ideal candidates have prior experience in evaluation or annotation and can work asynchronously for at least 10