Workflow Escalation Workflow AI Reviewer

AuraOne, Inc.; United States; Remote; USD 34,000 - 55,000; Part time

Job summary

AuraOne, Inc. seeks an independent contractor for an AI data reviewer role. The position involves evaluating workflow escalation AI outputs, tagging responses, and ensuring quality through structured documentation. Candidates must have prior evaluation experience.

This role is remote and requires reliable availability for at least 10 hours per week. Applicants must be authorized to work in the US. Compensation includes an hourly rate confirmed after the interview process.

Qualifications

• Prior evaluation, annotation, or human-rater experience required.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the issue being evaluated.

Responsibilities

• Evaluate AI model outputs against a rubric and assign severity tags.
• Compare paired responses and select the stronger answer with rationale.
• Document recurring failure modes for the modeling team.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Workflow Escalation Workflow AI review

Operational judgment

Job description

Why this role matters

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

Responsibilities

• Evaluate workflow escalation workflow ai evaluation model outputs against a versioned rubric and assign severity tags for Workflow Escalation 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 workflow escalation workflow ai evaluation or adjacent content for Workflow Escalation 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 workflow escalation 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


• Workflow Escalation Workflow AI evaluation


• Workflow evaluation


• Tool-use review


• Operational judgment


• Workflow


• Escalation

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.