AI Ops QA Specialist — Line Cook / Kitchen Manager (Remote)

AI Trainer Jobs; United States; Remote; USD 28,000 - 48,000; Full time

Job summary

AI Trainer Jobs is seeking a contractor to review AI outputs for line cook and kitchen manager workflows, evaluating policy adherence and stakeholder fit. You will grade against a structured rubric, flag operational risks, and document the next steps for model training.

Ideal candidates have hands-on line cook or kitchen manager experience, can apply long rubrics consistently, and communicate reasoning clearly. Remote work with async availability is required.

Qualifications

• Direct working experience in line cook / kitchen manager operations on real teams.
• Clear written reasoning that names the policy or workflow being applied.
• Comfort applying multi-page rubrics consistently across long batches.
• Available for at least 10 hours per week asynchronously.

Responsibilities

• Review AI outputs against current line cook / kitchen manager operations workflows, playbooks, and firm policy.
• 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.

Job description

AI Trainer Jobs is seeking a contractor to review AI outputs for line cook and kitchen manager workflows, evaluating policy adherence and stakeholder fit. You will grade against a structured rubric, flag operational risks, and document the next steps for model training.

Ideal candidates have hands-on line cook or kitchen manager experience, can apply long rubrics consistently, and communicate reasoning clearly. Remote work with async availability is required.