ERP Workflow Workflow AI Reviewer

AuraOne, Inc.; United States; Remote; USD 28,000 - 48,000; Part time

Job summary

AuraOne, Inc. is seeking a remote ERP Workflow AI Reviewer to assess model outputs, apply a quality rubric, and provide structured feedback for retraining. The role emphasizes edge-case labeling and rationale writing to support the modeling team.

The contractor will compare responses, tag issues, calibrate against gold-standard examples, and document recurring failures to improve future training cycles. Requires reliable weekly availability and strong attention to detail.

Qualifications

• Experience evaluating AI outputs against rubrics.
• Clear written reasoning naming issues and rubric clauses.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate ERP workflow AI evaluation model outputs against a versioned rubric and assign severity tags.
• Compare paired responses and select the stronger answer with 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 weekly.
• Document recurring failure modes for targeted training.

Skills

Model evaluation

Rubric annotation

Severity tagging

Inter-rater calibration

ERP workflows

Workflow evaluation

Attention to detail

Operational judgment

Team feedback

Tools

Inter-rater metrics

Job description

ERP Workflow Workflow AI Reviewer is a remote evaluation track for reviewing erp workflow 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 erp workflow workflow ai evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Responsibilities

• Evaluate erp workflow workflow ai evaluation model outputs against a versioned rubric and assign severity tags for ERP Workflow 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 erp workflow workflow ai evaluation or adjacent content for ERP Workflow 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 erp workflow 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
• ERP Workflow Workflow AI evaluation
• Workflow evaluation
• Tool-use review
• Operational judgment
• Workflow

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.