Knowledge Base Workflow AI 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

Knowledge Base Workflow AI Reviewer is a remote evaluation track for reviewing knowledge base workflow ai evaluation prompts and responses against AuraOne's quality rubric. Reviewers compare paired outputs, label edge cases, and write the kind of structured feedback the modeling team can use to retrain.

Why this role matters

AI data reviewers help turn knowledge base workflow ai evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

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.

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.
• 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.

Example tasks

• Compare two knowledge base workflow ai evaluation model responses to the same prompt and pick the stronger one with rationale.
• Tag an unsafe response with the correct policy category and severity.
• Audit a 50-row batch for rubric consistency and report drift to the program lead.
• Propose a rubric clarification after spotting a recurring failure mode.

Nice to have

• Background in linguistics, content moderation, or trust & safety review.
• Experience with inter-rater agreement metrics and calibration cycles.
• Domain expertise that lets you spot subject-matter errors automated checks miss.

Skills

• Model output evaluation
• Rubric-based annotation
• Severity tagging
• Inter-rater calibration
• Knowledge Base Workflow AI evaluation
• Workflow evaluation
• Tool-use review
• Operational judgment
• Knowledge
• Base

Work model

Remote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

Compensation

Hourly rate confirmed after the interview process.

Application process

Apply through AuraOne's specialist intake for role-specific routing and review. Final project scope, schedule, and contractor terms are confirmed before placement.

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. 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.