Remote Knowledge Base AI Evaluation & Feedback Reviewer

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

Job summary

AuraOne, Inc. seeks remote Knowledge Base Workflow AI Reviewers to assess evaluation outputs against a rubric, assign severity tags, and compare paired responses with a clear rationale.

The role requires strong writing to name issues with rubric clauses, attention to detail, and reliable weekly async availability for ongoing batches. This contractor position supports AuraOne's data quality program.

Qualifications

• ,Prior evaluation, annotation, or human-rater experience on knowledge base workflow ai evaluation or adjacent content for Knowledge Base Workflow AI 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 knowledge base workflow ai evaluation model outputs against a versioned rubric and assign severity tags for Knowledge Base Workflow AI 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 evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

KB Workflow AI evaluation

Workflow evaluation

Tool-use review

Operational judgment

Job description

AuraOne, Inc. seeks remote Knowledge Base Workflow AI Reviewers to assess evaluation outputs against a rubric, assign severity tags, and compare paired responses with a clear rationale.

The role requires strong writing to name issues with rubric clauses, attention to detail, and reliable weekly async availability for ongoing batches. This contractor position supports AuraOne's data quality program.