Forensic SME - Firearm & Toolmark Examination

AuraOne Human Data; United States; Remote; USD 55,000 - 96,000; Full time

Job summary

AuraOne Human Data seeks a remote review specialist for Forensic SME - Firearm & Toolmark Examination. You will assess AI outputs against established workflows, playbooks, and firm policy, grading tone, escalation logic, and stakeholder fit.

The role requires direct experience in forensic toolmark examination on real teams, with meticulous attention to detail and the ability to document policy references clearly. Availability of at least 10 hours per week is expected.

Qualifications

• Direct working experience in forensic sme firearm toolmark examination specialist operations on real teams.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the policy or workflow being applied.
• Strong attention to detail and the ability to flag when a prompt itself is the problem.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Review AI outputs against current workflows, playbooks, and firm policy for Forensic SME - Firearm & Toolmark Examination assignments.
• Grade tone, escalation logic, and stakeholder fit on a structured rubric.
• Flag operational risk, missed escalations, and policy-adherence gaps with severity tags.
• Capture the right next step so the modeling team can train on it.
• Adjudicate disputed treatments against published playbooks or firm guidance.
• Maintain reviewer-quality scores in inter-rater calibration cycles.

Skills

Operational review

Policy adherence

Workflow judgment

Stakeholder communication

Forensic toolmark ops

Job description

Forensic SME - Firearm & Toolmark Examination is a remote review track for evaluating AI outputs across forensic sme firearm toolmark examination specialist operations workflows. Reviewers grade workflow correctness, policy adherence, and stakeholder fit; flag operational risk; and document the right next step so the modeling team can train on it.

Why this role matters

Forensic SME Firearm Toolmark Examination specialist operations AI has to fit into an actual day at work. AuraOne uses experienced operators to grade outputs the way a senior peer would — checking workflow, policy, and the unwritten rules that decide whether a task actually gets done.

Responsibilities

• Review AI outputs against current forensic sme firearm toolmark examination specialist operations workflows, playbooks, and firm policy for Forensic SME - Firearm & Toolmark Examination assignments.
• Grade tone, escalation logic, and stakeholder fit on a structured rubric.
• Flag operational risk, missed escalations, and policy-adherence gaps with severity tags.
• Capture the right next step so the modeling team can train on it.
• Adjudicate disputed treatments against published playbooks or firm guidance.
• Maintain reviewer-quality scores in inter-rater calibration cycles.

Qualifications

• Direct working experience in forensic sme firearm toolmark examination specialist operations on real teams for Forensic SME - Firearm & Toolmark Examination work.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the policy or workflow being applied.
• Strong attention to detail and the ability to flag when a prompt itself is the problem.
• Reliable async availability for at least 10 hours per week.

Example tasks

• Grade a model's response to a real forensic sme firearm toolmark examination specialist operations ticket and rate workflow, tone, and escalation.
• Flag a missed escalation with the right severity tag and corrected next step.
• Adjudicate a disputed playbook call between two reviewers using firm guidance.
• Audit a 25-row batch for rubric consistency and report drift to the program lead.

Nice to have

• Prior experience training, calibrating, or QA-ing operations teams.
• Familiarity with AI-assisted workflow tooling and its failure modes.
• Bilingual experience for cross-region operations.

Skills

• Operational review
• Policy adherence
• Workflow judgment
• Stakeholder communication
• Forensic SME Firearm Toolmark Examination specialist operations

Work model

Remote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

Compensation

Hourly rate confirmed after the interview process.

Direct working experience in forensic sme firearm toolmark examination specialist operations on real teams for Forensic SME - Firearm & Toolmark Examination work. Comfort applying multi-page rubrics consistently across long batches. Clear written reasoning that names the policy or workflow being applied. Strong attention to detail and the ability to flag when a prompt itself is the problem. Reliable async availability for at least 10 hours per week.