Manufacturing Process Demonstrator

AuraOne, Inc.; United States; Remote; USD 55,000 - 96,000; Full time

Benefits offered by this job

Remote work

US- Eligible

Contractor role

Job summary

AuraOne, Inc. seeks a Manufacturing Process Demonstrator specialist reviewer to evaluate AI outputs within manufacturing workflows.

This is a remote contractor position in the US, with responsibilities including grading workflow correctness, policy adherence, and stakeholder fit on a structured rubric, and documenting the right next steps for model training. You will review real-world demos, flag escalation issues, and ensure accurate rubrics, with an expected weekly commitment of around 10

Qualifications

• Direct working experience in manufacturing process demonstrator specialist 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.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Review AI outputs against current manufacturing process demonstrator specialist operations workflows, playbooks, and firm policy for Manufacturing Process Demonstrator 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

Manufacturing Process Demonstrator

Robotics and physical AI

AI evaluation

Rubric writing

Expert review

Job description

Manufacturing Process Demonstrator is a remote review track for evaluating AI outputs across manufacturing process demonstrator 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.

Why this role matters

Manufacturing Process Demonstrator 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.

Responsibilities

• Review AI outputs against current manufacturing process demonstrator specialist operations workflows, playbooks, and firm policy for Manufacturing Process Demonstrator 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.

Qualifications

• Direct working experience in manufacturing process demonstrator specialist operations on real teams for Manufacturing Process Demonstrator 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 process demonstrator 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.

Nice to have

• 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.

Skills

• Operational review
• Policy adherence
• Workflow judgment
• Stakeholder communication
• Manufacturing Process Demonstrator specialist operations
• Robotics and physical AI
• AI evaluation
• Rubric writing
• Expert review

Work model

Remote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

Compensation

Hourly rate confirmed after the interview process.

Direct working experience in manufacturing process demonstrator specialist operations on real teams for Manufacturing Process Demonstrator 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.