Forensic SME - Firearm & Toolmark Examination

Requirements

• Extensive experience in forensic firearms analysisMust
• Expertise in toolmark identificationMust
• Ballistics casework experienceMust
• Microscopic comparative ballistics analysisMust
• Firing pin and breech face impression analysisMust
• Knowledge of rifling characteristics and ballistic evidence interpretationMust
• Applied forensic laboratory standards and protocolsMust
• Strong written communication skillsMust
• Strong verbal communication skillsMust
• Ability to articulate complex forensic concepts clearlyMust
• Attention to detailMust
• Commitment to scientific accuracy in forensic assessment and reportingMust
• Hands-on background in microscopic comparison and interpretation techniques
• Prior participation in laboratory or research projects involving comparative ballistics
• Familiarity with current forensic technologies and instrumentation

What you'll do

• Review and validate AI-generated responses on forensic firearm and toolmark examination scenarios
• Assess accuracy and completeness of AI outputs related to microscopic comparative ballistics
• Evaluate firing pin and breech face impression analyses for adherence to forensic laboratory methodologies
• Examine AI responses for correct interpretation of rifling characteristics and ballistic evidence
• Provide written and verbal feedback on AI model outputs
• Document recommendations to enhance AI systems based on forensic standards and best practices

Keywords

About the role

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. Originally posted on Himalayas