Manufacturing Specialist

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

Job summary

AI Trainer Jobs seeks a Manufacturing Specialist to remotely review AI outputs across manufacturing specialist operations workflows. You will assess alignment with workflows and policy, and ensure proper stakeholder fit to guide next steps for model training.

Experience with manufacturing operations and strong rubric judgment is required to consistently apply policy and flag risks. This role emphasizes practical, day-to-day decision making in a fast-paced environment.

Qualifications

• Experience performing operational reviews against manufacturing workflows.
• Ability to apply policy guidelines to real tasks.
• Strong attention to detail and ability to name the policy or workflow applied.
• Experience using rubrics to assess long batches.

Responsibilities

• Review AI outputs against current manufacturing workflows, playbooks, and policy for Manufacturing Specialist 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 playbook calls between reviewers using firm guidance.

Skills

Operational review

Policy adherence

Workflow judgment

Stakeholder communication

Manufacturing specialist operations

Job description

Manufacturing Specialist is a remote review track for evaluating AI outputs across manufacturing 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

Manufacturing Specialist is a remote review track for evaluating AI outputs across manufacturing specialist operations workflows.

Manufacturing Specialist is a remote review track for evaluating AI outputs across manufacturing 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.
Manufacturing 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

Manufacturing Specialist is a remote review track for evaluating AI outputs across manufacturing 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.
Manufacturing 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.

Responsibilities

• Review AI outputs against current manufacturing specialist operations workflows, playbooks, and firm policy for Manufacturing Specialist 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.

What you should bring

• Direct working experience in manufacturing specialist operations on real teams for Manufacturing Specialist 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.

Example tasks

• Grade a model's response to a real manufacturing 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
• Manufacturing specialist operations