Remote Robot Wrangler Operations Reviewer

AuraOne; United States; Remote; USD 117,000 - 124,000; Part time

Job summary

AuraOne is seeking a remote contractor for Robot Wrangler - Operations who will review AI outputs against our operations workflows, policies, and playbooks. You will grade tone, escalation logic, and stakeholder fit on a structured rubric, flag risks and policy-adherence gaps, and document the next steps to train the modeling team.

The role requires direct operating experience, strong attention to detail, and the ability to apply rubrics consistently across long batches.

Qualifications

• Direct working experience in robot wrangler operations on real teams.
• Ability apply multi-page rubrics consistently across long batches.
• Clear written reasoning that names the policy or workflow applied.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Review AI outputs against current robot wrangler operations workflows and playbooks.
• Grade tone, escalation logic, and stakeholder fit on a structured rubric.
• Flag operational risk, missed escalations, and policy gaps with severity tags.
• Capture the right next step so the modeling team can train on it.
• Adjudicate disputed playbook calls using firm guidance.
• Maintain reviewer-quality scores in inter-rater calibration cycles.

Skills

Robot wrangler ops

Operational review

Policy adherence

Stakeholder communication

Async availability

Job description

AuraOne is seeking a remote contractor for Robot Wrangler - Operations who will review AI outputs against our operations workflows, policies, and playbooks. You will grade tone, escalation logic, and stakeholder fit on a structured rubric, flag risks and policy-adherence gaps, and document the next steps to train the modeling team.

The role requires direct operating experience, strong attention to detail, and the ability to apply rubrics consistently across long batches.