AI Output Reviewer — Engineering Software Ops (Remote)

AuraOne, Inc.; United States; Remote; USD 90,000 - 145,000; Full time

Job summary

AuraOne, Inc. is seeking a remote Engineering & Software Domain Expert reviewer to assess AI outputs across engineering software workflows, playbooks, and policy adherence.

You will grade tone, escalation logic, and stakeholder fit using a structured rubric, flag operational risks, and document precise next steps for model training. The contractor role requires clear written reasoning, attention to detail, and the ability to apply rubrics across long batches, with at least 10 hours per week and

Qualifications

• Direct working experience reviewing Engineering Software Domain operations on real teams.
• Ability to apply multi-page rubrics consistently across long batches.
• Clear written reasoning that names the policy or workflow being applied.
• Strong attention to detail and ability to flag when a prompt is the problem.

Responsibilities

• Review AI outputs against current engineering software domain specialist operations workflows, playbooks, and firm policy for Engineering & Software Domain 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.
• Adjudicate disputed treatments against published playbooks or firm guidance.
• Maintain reviewer-quality scores in inter-rater calibration cycles.

Skills

Operational review

Policy adherence

Workflow judgment

Stakeholder communication

Engineering Software Domain specialist

Job description

AuraOne, Inc. is seeking a remote Engineering & Software Domain Expert reviewer to assess AI outputs across engineering software workflows, playbooks, and policy adherence.

You will grade tone, escalation logic, and stakeholder fit using a structured rubric, flag operational risks, and document precise next steps for model training. The contractor role requires clear written reasoning, attention to detail, and the ability to apply rubrics across long batches, with at least 10 hours per week and