Forensic SME - Firearm & Toolmark Examination
Some links on AITraining.jobs are referral links. If you sign up through one, AITraining.jobs may earn a commission at no extra cost to you. It never changes what a platform pays you.
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.
Where you can work
This role is 100% remote: you can work from any country except Afghanistan, Belarus, DR Congo, China, Cuba, Ethiopia, Hong Kong, Iraq, Iran, North Korea, Libya, Myanmar, Macau, Russia, Sudan, Somalia, South Sudan, Syria, Ukraine, Venezuela and Yemen.
From micro1's job posting, checked 29 Oct 2026.
About micro1
Zara AI-interview vetting, then expert data work at published hourly rates.
How it pays: USD via Deel (bank, PayPal, Wise, Payoneer).
Similar open roles
Some links on AITraining.jobs are referral links. If you sign up through one, AITraining.jobs may earn a commission at no extra cost to you. It never changes what a platform pays you. A role at a platform that pays us a referral fee weighs more in this order.

Audio and Video Technician Expert (opens the job details)
AfterQuery · Transcription & Audio · Remote· 8mo agoDetails
$55/hr
Portuguese Language Expert (opens the job details)
SuperAnnotate (SME) · Multilingual · Remote· 5mo agoDetails
up to $30/hr
AI Agent Power User (opens the job details)
micro1 · Agentic & RL Envs · Remote· 1d agoDetails
$30–$90/hr

Image/Video Annotator (opens the job details)
Turing · Data Annotation · Remote· 11mo agoDetails
A licensed or credentialed professional?
One profile for every AI training platform. Companies ask us for people with a specific language, country or credential: add yours once, and when a role fits, we introduce you, only with your yes. Free.
Get new micro1 roles by email
We check the micro1 job board every hour and email you its newest roles each week, plus similar paid roles elsewhere. Free, unsubscribe anytime.