Forensic SME - Firearm & Toolmark Examination

Zekai; United States; Remote; USD 96,000 - 165,000; Part time

Job summary

Zekai seeks a Forensic SME - Firearm & Toolmark Examination for a 100% remote contract role. You will review AI model benchmark answers on firearm and toolmark scenarios, validating microscopic comparisons and impressions to ensure adherence to forensic standards.

This position emphasizes domain expertise over AI background, with global eligibility. The role focuses on reviewing, validating, and guiding AI outputs for forensic firearm analyses, providing actionable feedback and

Qualifications

• Extensive experience in forensic firearms analysis and toolmark identification.
• Hands-on background in microscopic comparison and interpretation of impressions.
• Proven ability to apply forensic standards and protocols to real-world examinations.

Responsibilities

• Review AI model benchmark answers for 10 forensic firearm and toolmark examination test cases.
• Assess accuracy and completeness of AI-generated responses for ballistic evidence and toolmark identification.
• Evaluate firing pin and breech face impression analyses for adherence to lab 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 standards

Education

Bachelor's in Forensic Science

Tools

Microscopy

Job description

Role Title: Forensic SME - Firearm & Toolmark Examination

Role Type: Contractor

Location: Remote

our partner 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.

This is a 100% remote contract role, open to applicants worldwide in the countries the employer accepts.