Kitchen Supervisor

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

Job summary

AuraOne is seeking a Kitchen Supervisor to evaluate AI outputs for specialist operations in a remote role. The position requires reviewing workflow correctness and policy adherence while documenting key next steps for training purposes.

Reviewers will assess AI outputs against established workflows, providing crucial insights into operational risk and escalations. Candidates should have direct experience in kitchen operations and strong attention to detail.

Qualifications

• Direct experience in kitchen supervisor specialist operations on real teams.
• Ability to apply multi-page rubrics consistently.
• Strong attention to detail with clear written reasoning.

Responsibilities

• Review AI outputs against current workflows and policies.
• Grade tone and escalation logic on a structured rubric.
• Capture the right next step for the modeling team.

Skills

Operational review

Policy adherence

Workflow judgment

Stakeholder communication

Kitchen Supervisor specialist ops

Culinary Skills

Food Handler’s Certification

Multi-tasking Prioritization

Proficiency with KDS/POS Systems

Job description

Kitchen Supervisor is a remote review track for evaluating AI outputs across kitchen supervisor 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: $20–$35 / hr · Location: Remote — US-eligible · Contractor

Kitchen Supervisor is a remote review track for evaluating AI outputs across kitchen supervisor specialist operations workflows.

Role details

About the role

Kitchen Supervisor is a remote review track for evaluating AI outputs across kitchen supervisor 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.
Kitchen Supervisor 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 kitchen supervisor specialist operations workflows, playbooks, and firm policy for Kitchen Supervisor 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 kitchen supervisor specialist operations on real teams for Kitchen Supervisor 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 kitchen supervisor 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

$20–$35 / hr
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
• Kitchen Supervisor specialist operations
• Culinary Skills
• Food Handler’s Certification
• Multi-tasking Prioritization
• Proficiency with KDS/POS Systems

Application boundary

Creating a specialist profile records your experience and preferences. Starting role intake is a separate action that attaches this role to your candidate record.

Specialist intake

The intake preserves your chosen role, the visible terms, and source attribution for reviewer context.
- 01 Confirm profile and eligibility details.
- 02 Attach this role deliberately.
- 03 Receive a human review decision or follow-up.
Placement timing depends on program demand and reviewer confirmation.