Senior Vehicle Damage and Condition Expert

AuraOne Human Data; United States; Remote; USD 34,000 - 83,000; Full time

Job summary

AuraOne, Inc. seeks a remote Senior Vehicle Damage and Condition Expert to review AI outputs and ensure alignment with established workflows and policies.

The contractor will grade tone, escalation logic, and stakeholder fit, then document the right next steps to train the model. The role requires direct experience in senior vehicle damage and condition operations, meticulous rubric application, and clear written reasoning naming applicable policies.

Qualifications

• Direct working experience in senior vehicle damage and condition specialist operations on real teams for Senior Vehicle Damage and Condition Expert work.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the policy or workflow 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.

Responsibilities

• Review AI outputs against current senior vehicle damage and condition specialist operations workflows, playbooks, and firm policy for Senior Vehicle Damage and Condition Expert assignments.
• Grade tone, escalation logic, and stakeholder fit on a structured rubric.
• Flag operational risk, missed escalations, and policy-adherence gaps with severity tags.
• Capture the right next step so the modeling team can train on it.
• Adjudicate disputed treatments against published playbooks or firm guidance.
• Maintain reviewer-quality scores in inter-rater calibration cycles.

Skills

Operational review

Policy adherence

Workflow judgment

Stakeholder communication

Senior Vehicle Damage and Condition

Job description

Senior Vehicle Damage and Condition Expert is a remote review track for evaluating AI outputs across senior vehicle damage and condition specialist operations workflows. Reviewers grade workflow correctness, policy adherence, and stakeholder fit; flag operational risk; and document the right next step so the modeling team can train on it.

Why this role matters

Senior Vehicle Damage and Condition specialist operations AI has to fit into an actual day at work. AuraOne uses experienced operators to grade outputs the way a senior peer would — checking workflow, policy, and the unwritten rules that decide whether a task actually gets done.

Responsibilities

• Review AI outputs against current senior vehicle damage and condition specialist operations workflows, playbooks, and firm policy for Senior Vehicle Damage and Condition Expert assignments.
• Grade tone, escalation logic, and stakeholder fit on a structured rubric.
• Flag operational risk, missed escalations, and policy-adherence gaps with severity tags.
• Capture the right next step so the modeling team can train on it.
• Adjudicate disputed treatments against published playbooks or firm guidance.
• Maintain reviewer-quality scores in inter-rater calibration cycles.

Qualifications

• Direct working experience in senior vehicle damage and condition specialist operations on real teams for Senior Vehicle Damage and Condition Expert work.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the policy or workflow 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

• Grade a model's response to a real senior vehicle damage and condition specialist operations ticket and rate workflow, tone, and escalation.
• Flag a missed escalation with the right severity tag and corrected next step.
• Adjudicate a disputed playbook call between two reviewers using firm guidance.
• Audit a 25-row batch for rubric consistency and report drift to the program lead.

Nice to have

• Prior experience training, calibrating, or QA-ing operations teams.
• Familiarity with AI-assisted workflow tooling and its failure modes.
• Bilingual experience for cross-region operations.

Skills

• Operational review
• Policy adherence
• Workflow judgment
• Stakeholder communication
• Senior Vehicle Damage and Condition specialist operations

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.

Direct working experience in senior vehicle damage and condition specialist operations on real teams for Senior Vehicle Damage and Condition Expert work. Comfort applying multi-page rubrics consistently across long batches. Clear written reasoning that names the policy or workflow 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.