Military Operations Expert (AI Output Review, Remote)

AuraOne, Inc.; United States; Remote; USD 41,000 - 76,000; Part time

Job summary

AuraOne, Inc. is seeking a Military Operations Expert (AI Output Review, Remote) to remotely evaluate AI outputs across military operations workflows. You will review outputs, grade tone and escalation, flag policy gaps, and document the right next steps to inform training for the modeling team.

This contractor role requires direct experience with military operations teams, strong rubric application, clear reasoning, and reliable async availability for at least 10 hours per week.

Qualifications

• Direct working experience in military operations specialist operations on real teams for Military Operations Expert (AI Output Review, Remote) 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.

Responsibilities

• Review AI outputs against current military operations specialist operations workflows, playbooks, and firm policy for Military Operations Expert (AI Output Review, Remote) 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.

Job description

Military Operations Expert (AI Output Review, Remote) is a remote review track for evaluating AI outputs across military operations 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

Military Operations 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 military operations specialist operations workflows, playbooks, and firm policy for Military Operations Expert (AI Output Review, Remote) 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 military operations specialist operations on real teams for Military Operations Expert (AI Output Review, Remote) 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 military operations 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
• Military Operations 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 military operations specialist operations on real teams for Military Operations Expert (AI Output Review, Remote) 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.