Remote Forensic Firearms & Toolmark SME — Contractor

micro1; United States; Remote; USD 83,000 - 138,000; Full time

Job summary

micro1 is seeking a Forensic SME - Firearm & Toolmark Examinations contractor to review AI model benchmark answers and verify accuracy in firearm analysis, toolmark identification, and microscopic comparisons. You will ensure adherence to forensic laboratory standards and provide actionable feedback to improve AI outputs.

The remote role leverages your domain expertise to guide model reasoning and performance in high-stakes forensic contexts, with emphasis on quality and real-world applicability

Qualifications

• Extensive experience in forensic firearms analysis and related toolmark work.
• Hands-on background in microscopic comparison and firing pin/breech face impressions.
• Familiarity with forensic laboratory standards and reporting.

Responsibilities

• Review AI model benchmark answers for 10 forensic firearm and toolmark examination test cases.
• Assess accuracy and completeness of AI-generated responses for microscopic comparison and toolmark identification.
• Evaluate firing pin and breech face impression analyses per forensic methodologies.
• Examine responses for correct interpretation of rifling characteristics and ballistic evidence.
• Provide written and verbal feedback on strengths and areas for improvement in AI outputs.
• Document recommendations to enhance AI systems based on forensic standards.

Skills

Forensic firearms analysis

Toolmark identification

Ballistics casework

Microscopic comparison

Forensic laboratory standards

Job description

micro1 is seeking a Forensic SME - Firearm & Toolmark Examinations contractor to review AI model benchmark answers and verify accuracy in firearm analysis, toolmark identification, and microscopic comparisons. You will ensure adherence to forensic laboratory standards and provide actionable feedback to improve AI outputs.

The remote role leverages your domain expertise to guide model reasoning and performance in high-stakes forensic contexts, with emphasis on quality and real-world applicability