About the role
From micro1’s listing.
Pay: $60 - $100/hour
Role Title: Forensic SME - Firearm & Toolmark Examination
Role Type: Contractor
micro1 is engaging Forensic SME - Firearm & Toolmark Examinations to contribute to a specialized project focused on evaluating and enhancing AI capabilities in forensic science. 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. This opportunity involves reviewing and validating AI-generated responses to complex firearm and toolmark examination scenarios, directly influencing the accuracy of AI in forensic contexts.
Scope of Work
- Review AI model benchmark answers for 10 forensic firearm and toolmark examination test cases.
- Assess the accuracy and completeness of AI-generated responses related to microscopic comparative ballistics and toolmark identification.
- Evaluate firing pin and breech face impression analyses for adherence to forensic laboratory methodologies.
- Examine responses for correct interpretation of rifling characteristics and other ballistic evidence.
- Provide written and verbal feedback on strengths and areas for improvement in AI model outputs.
- Document recommendations to enhance AI systems based on forensic laboratory standards and best practices.
Preferred Qualifications
- Extensive experience in forensic firearms analysis, toolmark identification, and ballistics casework.
- Hands-on background in microscopic comparison and interpretation of firing pin and breech face impressions.
- Demonstrated expertise applying forensic laboratory standards and protocols to real-world examinations.
- Strong written and verbal communication skills with the ability to articulate complex forensic concepts clearly.
- Prior participation in laboratory or research projects involving comparative ballistics or toolmark analysis.
- Familiarity with current forensic technologies, instrumentation, and industry trends.
- Attention to detail and a commitment to scientific accuracy in forensic assessment and reporting.
Who can apply
The listing only says “Remote”. That doesn’t mean worldwide. Check country eligibility on micro1 before you spend time on it.
How micro1 screens people
- 01Apply on the listing page.
- 02Complete the AI recruiter interview. It asks about your experience and, for technical roles, tests the skill.
- 03If you pass, you are matched to a project when one opens.
Before you apply
- No real platform charges you to apply or to “unlock” work.
- Apply to two or three platforms, not one. Acceptance is never certain.
- It’s contract work in projects. Hours vary week to week.
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