Forensic SME - Firearm & Toolmark Examination

micro1; United States; Teletrabalho; USD 83 000 - 138 000; Tempo integral

Resumo da oferta

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

Qualificações

• 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.

Responsabilidades

• 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.

Conhecimentos

Forensic firearms analysis

Toolmark identification

Ballistics casework

Microscopic comparison

Forensic laboratory standards

Descrição da oferta de emprego

Pay: $60 - $100/hour

Required Skills

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

About micro1

micro1 is a data lab that helps AI labs & Enterprises train foundational models and agents. We provide frontier evaluations and reinforcement learning environments to improve LLM capabilities, as well as contextual evaluations to monitor and improve AI agents in enterprise settings.

Our AI recruiting agent sources and vets domain experts for our data platform that enables rapid production of high-quality training data. Our research spans high-value, specialized domains (legal, medical, finance, coding, etc.), where expert-level data is the hardest to produce and most valuable for advanced model performance. Our pipeline performance system ensures both quality and velocity.

Role Title: Forensic SME - Firearm & Toolmark Examinations

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.
• Email

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