Most people who don't get in fail the screening, not the CV. Five minutes here first: How to pass the micro1 AI interview with Zara.
What the work is
Role Title: Senior Property Damage and Restoration 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 Property Damage and Restoration Experts to contribute to a customer's project focused on in-depth property loss evaluation and restoration process optimization. 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 property damage evidence, including loss photos, inspection notes, restoration estimates, and policy documents submitted digitally.
- Draft well-reasoned coverage determinations or estimate reviews, reflecting the standards of professional desk adjusting or restoration estimation.
- Assess the appropriateness of restoration scopes and estimate accuracy using Xactimate or similar software.
- Identify key factors, causality, and policy coverage issues in flood, wildfire, and other real property claims.
- Document methodology, findings, and supporting rationale in clear, concise written reports with high attention to detail.
- Collaborate with project coordinators to align on deliverable requirements and feedback processes.
- Offer nuanced insights and domain-specific commentary to help enhance AI-driven tools and workflows.
Preferred Qualifications
- Minimum 5+ years of professional experience in desk adjusting, coverage analysis, or restoration estimating for property damage claims.
- Demonstrated expertise with Xactimate and restoration costing processes.
- Proven track record of evaluating and documenting complex losses, with an emphasis on flood and wildfire claims.
- Strong understanding of insurance policy coverage application and property claim best practices.
- Outstanding written and verbal communication skills, with the ability to convey technical findings to diverse audiences.
- Current state adjuster licenses are a significant advantage.
- Experience working in remote, independent contributor roles within the property restoration or insurance sector.
The platform posted this on 28 Oct 2026.