Senior Vehicle Damage and Condition Expert

Role Title: Senior Vehicle Damage and Condition Expert Role Type: Contractor Location: Global-Remote 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. Scope of Work - 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. Preferred Qualifications - 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.