Forensic SME - Firearm & Toolmark Examination

Remotebridge; United States; Remote; USD 83,000 - 152,000; Full time

Job summary

Remotebridge seeks a Forensic SME in Firearm & Toolmark Examination to evaluate AI-generated responses for forensic scenarios. You will review and validate microscopic comparisons, firing pin and breech face analyses, and rifling interpretations to ensure alignment with standard forensic methodologies.

As a contractor working remotely, you will provide clear written feedback and document recommended improvements to educate AI systems on real-world forensic practice.

Qualifications

• Extensive experience in forensic firearms analysis and toolmark identification.
• Hands-on background in microscopic comparison of impressions.
• Demonstrated expertise applying forensic standards to real-world examinations.

Responsibilities

• Review AI model benchmark answers for 10 firearms/toolmark cases.
• Assess accuracy and completeness of AI-generated responses in ballistics.
• Evaluate firing pin and breech face analyses for laboratory methodologies.
• Examine interpretation of rifling and ballistic evidence.
• Provide written/verbal feedback to improve AI outputs.
• Document recommendations to enhance AI systems per forensic standards.

Skills

Forensic firearms analysis

Toolmark identification

Ballistics casework

Microscopic comparison

Report writing

Verbal communication

Job description

Role Title: Forensic SME - Firearm & Toolmark Examination

Role Type: Contractor

Location: Remote

Our team 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.