micro1 · Finance & specialist
Forensic SME - Firearm & Toolmark Examination
Listed on micro1 as “Forensic SME - Firearm & Toolmark Examination”
What this actually is
You bring your specialist expertise to AI evaluation. The shape of the work varies but the pattern is the same: review outputs, rate quality, write prompts, flag errors. The platform title (Forensic SME - Firearm & Toolmark Examination) reflects the rate band and the expertise required, not the day-to-day work.
Can you do this on your visa?
F-2 / F-4 / F-5 / F-6: open. E-1 to E-7: needs concurrent-employment permit. D-2 / D-4 students: S-3 permit, 20 hr/week cap. D-10 / D-8: case by case.
Korean tax on USD income
First 5 years in Korea: foreign-source income only taxed if remitted into Korea. After year 5: worldwide income. Full tax guide.
Original posting from micro1
Role Title: Forensic SME - Firearm & Toolmark Examination
Role Type: Contractor
Location: Remote
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.
Quoted from micro1's public listing on 2026-10-29. We don't edit platform copy; honest framing is in the title and the “what this actually is” block above.
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About micro1
Recruits experts and generalists for AI training projects and lists each role with an hourly range on its own job board. You apply per role, then do a role-specific interview with micro1's AI recruiter.
Is micro1 legit? Our review
A real US company that pays experts in USD through Deel twice a month. The hard part is getting from the Zara AI interview to paid work. Pay, who can join, and how Korean visa and tax rules apply.
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