Forensic SME - Firearm & Toolmark Examination

micro1
Other
Expert
Remote
Contract

$40 to $100/hIndicative range provided by micro1

Posted on October 29, 2026 · Applications until December 28, 2026

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The remote contractor will review AI-generated responses to firearm and toolmark examination test cases, assessing accuracy and completeness and providing written and verbal feedback.

Description in English, as published by 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.

Required skills

  • Forensic Firearms Analysis
  • Toolmark Identification
  • Ballistics Casework
  • Microscopic Comparison
  • Forensic Laboratory Standards

5 openings

Open worldwide

About micro1

micro1 is an AI data lab that hires remote experts to train and evaluate models. The original posting is on their site.

View this job on micro1

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