System Administrator Expert

AI Trainer Jobs; United States; Remote; USD 83,000 - 138,000; Full time

Job summary

AI Trainer Jobs seeks a System Administrator Expert to remotely review AI outputs across system administrator operations. You will evaluate workflow correctness, policy adherence, and stakeholder fit, and document the right next step so the modeling team can train on it.

The role emphasizes structured rubric-based scoring, flagging operational risk, and clear written reasoning. You should have direct experience in system administrator operations and be available at least 10 hours per week.

Qualifications

• Direct working experience in system administrator operations on real teams for System Administrator Expert work.
• Ability to apply multi-page rubrics consistently across long batches.
• Clear written reasoning naming the policy/workflow applied.
• Strong attention to detail and ability to flag prompts when the problem.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Review AI outputs against current system administrator specialist operations workflows, playbooks, and firm policy for System Administrator Expert 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.

Skills

System administration

Policy adherence

Workflow judgment

Attention to detail

Async availability

Bilingual (cross-region)

Tools

AI-assisted tooling

Rubrics

Job description

System Administrator Expert is a remote review track for evaluating AI outputs across system administrator 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.

Category: Enterprise Workflow & Tool Use · Pay: $85 / hr · Location: Remote — US-eligible · Contractor

System Administrator Expert is a remote review track for evaluating AI outputs across system administrator 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.
System Administrator 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.
Judge tool-use tasks and enterprise agent behavior. Operational judgment is the skill.

Role details

About the role

Responsibilities

• Review AI outputs against current system administrator specialist operations workflows, playbooks, and firm policy for System Administrator Expert 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.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 system administrator specialist operations on real teams for System Administrator Expert 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 system administrator 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.

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
• System Administrator specialist operations