Educational Administrator (Higher Education)

AI Trainer Jobs; United States; Remote; USD 34,000 - 69,000; Full time

Job summary

AI Trainer Jobs in the United States is seeking an Educational Administrator (Higher Education) to remotely evaluate AI outputs across education review workflows. Reviewers grade workflow correctness, policy adherence, and stakeholder fit; flag operational risk; and document the next steps for model training.

This contractor role requires independence, strong written reasoning, and the ability to apply rubrics consistently across long batches.

Qualifications

• Direct working experience in education review on real teams for Educational Administrator (Higher Education) work.
• Clear written reasoning that names the policy or workflow being applied.
• Strong attention to detail and ability to flag when a prompt itself is the problem.

Responsibilities

• Review AI outputs against current education review workflows, playbooks, and firm policy for Educational Administrator (Higher Education) 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

Educational review experience

Policy adherence

Detail oriented

Bilingual experience

Independent contractor experience

Tools

AI-assisted workflow tooling

Job description

Educational Administrator (Higher Education) is a remote review track for evaluating AI outputs across education review 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.

Category: Education & Learning Evaluation · Pay: $60–$90 / hr · Location: Remote — US-eligible · Contractor

Educational Administrator (Higher Education) is a remote review track for evaluating AI outputs across education review workflows.

About the role

Educational Administrator (Higher Education) is a remote review track for evaluating AI outputs across education review 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.
Education review 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.
Review tutoring and assessment output. Judge it against how real learners use it.

Responsibilities

• Review AI outputs against current education review workflows, playbooks, and firm policy for Educational Administrator (Higher Education) 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.

Role details

Track Operations & business review Work model Remote · Independent specialist contractor Compensation Hourly rate confirmed after the interview process. Eligible from US

What you should bring

• Direct working experience in education review on real teams for Educational Administrator (Higher Education) 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.

Role signals

Example tasks

• Grade a model's response to a real education review 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.

Useful experience

• 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.

Compensation and schedule

Hourly rate confirmed after the interview process.
Expected arrangement: contractor , with program-defined task volume and review pacing. Placement depends on current program demand and reviewer confirmation.

Skills used in matching

• Operational review
• Policy adherence
• Workflow judgment
• Stakeholder communication
• Education review
• Academic Leadership
• Accreditation Compliance
• Budget Management
• Community Partnerships
• Curriculum Oversight
• Decision Making
• Faculty Coordination

Application boundary

Creating a specialist profile records your experience and preferences. Starting role intake is a separate action that attaches this role to your candidate record.

Specialist intake

• 01 Confirm profile and eligibility details.
• 02 Attach this role deliberately.
• 03 Receive a human review decision or follow-up.