Remote Human Data Ops QA & Policy Reviewer

AI Trainer Jobs; United States; Remote; USD 99,000 - 135,000; Full time

Job summary

AuraOne is seeking a Human Data Manager contractor to remotely review AI outputs within human data manager operations, evaluating workflow alignment with policy and stakeholder fit. You will grade tone, escalation logic, and adherence on a structured rubric, and document next steps so the modeling team can train on them.

The role emphasizes multi-page rubric consistency, clear reasoning naming the applied policy, and strong attention to detail.

Qualifications

• Direct working experience in human data manager specialist operations on real teams.
• Ability to apply multi-page rubrics consistently across tasks.
• Clear written reasoning naming the policy or workflow applied.

Responsibilities

• Review AI outputs against current human data manager workflows, playbooks, and firm policy for Human Data Manager 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.

Skills

Operational review

Policy adherence

Workflow judgment

Stakeholder communication

Human Data Manager ops

Job description

AuraOne is seeking a Human Data Manager contractor to remotely review AI outputs within human data manager operations, evaluating workflow alignment with policy and stakeholder fit. You will grade tone, escalation logic, and adherence on a structured rubric, and document next steps so the modeling team can train on them.

The role emphasizes multi-page rubric consistency, clear reasoning naming the applied policy, and strong attention to detail.