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Senior Vehicle Damage and Condition Expert

$60
per hour
Contractor Remote Last verified 21 Jul 2026
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About the Role

Job Type: Contractor (~10 hours per week) Schedule: Flexible-you choose the hours and days you work, including weekends if desired micro1 is engaging Senior Vehicle Damage and Condition Experts to participate in a specialized project for a valued customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.

What You'll Do

  • Review and analyze comprehensive vehicle evidence such as damage photos, repair estimates, condition reports, and collision scene footage.
  • Write detailed, professional-grade damage estimates and condition assessments, applying the standards expected of a licensed appraiser or ACTAR-certified reconstructionist.
  • Conduct remote accident quality audits and causation analysis, clearly documenting rationale and supporting evidence.
  • Evaluate and grade vehicle condition using established criteria common in fleet, auction, or OEM inspection protocols.
  • Deliver well-structured written explanations and verbal feedback that communicate findings with clarity and authority.
  • Collaborate with a project team to uphold consistency and quality in all deliverables submitted to the platform.
  • Adapt review methods to reflect current industry practices and maintain compliance with project guidelines.

You're a Good Fit If You

  • Required skills: Auto damage estimating, Vehicle condition and damage inspection, Accident quality auditing
  • 5+ years of professional experience in vehicle damage appraisal, automotive claims, collision repair assessment, or fleet/auction inspection.
  • Expertise in auto damage estimating, vehicle inspection, and accident quality auditing.
  • Background as an auto damage appraiser, ACTAR-certified reconstructionist, OEM auditor, or fleet/auction inspector strongly preferred.
  • State adjuster license, I-CAR, or ACTAR certification considered a plus.
  • Exceptional written and verbal communication skills, with a focus on thorough documentation and reasoned justifications.
  • Strong analytical and critical thinking abilities, with an aptitude for objective evidence review and reporting.
  • Comfortable engaging in a remote, flexible, and independent expert contributor opportunity.

Role Highlights

Pay
$20-$60/h
Contract
Contractor
Location
Remote
Category
Model evaluation
Posted
4 days ago
Job ID

Pay & Payout

Engaged directly through micro1. Apply via the link below - micro1 handles onboarding and payment.

Common Questions

micro1 has a reliability rating of reliable based on the listings we track, with an onboarding time of 1-3 days. See our full micro1 review for the details behind that rating.

Applying takes you to micro1's own website, where the application is completed. We are not a recruiter or employer and do not process applications directly - we may be recorded as the referring source.

$20-$60/h - Engaged directly through micro1. Apply via the link below - micro1 handles onboarding and payment.

Review and analyze comprehensive vehicle evidence such as damage photos, repair estimates, condition reports, and collision scene footage. Write detailed, professional-grade damage estimates and condition assessments, applying the standards expected of a licensed appraiser or ACTAR-certified reconstructionist. Conduct remote accident quality audits and causation analysis, clearly documenting rationale and supporting evidence.

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About micro1 for this role

We track 368 open micro1 roles on AI Work Expert. Across 535 hourly listings, the typical micro1 rate runs from $50 to $90 an hour; this role lists $20-$60/h. Our reliability rating for micro1 is reliable, with an onboarding time of 1-3 days.