Retail Generalists (Grocery)

AI Trainer Jobs; United States; Remote; USD 48,000 - 69,000; Part time

Job summary

AI Trainer Jobs is seeking a contractor to review AI outputs for Retail Generalists (Grocery) across enterprise workflows. You will evaluate tone, policy adherence, and escalation logic, then flag operational risks and document the next steps for model training.

Experience in retail generalists operations, the ability to apply rubrics across long batches, and clear written reasoning are essential. This remote US-eligible role offers flexible hours and program-driven task pacing.

Qualifications

• Direct working experience in retail generalists 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.
• Strong attention to detail and ability to flag when a prompt is the problem.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Review AI outputs against current retail generalists workflows, playbooks, and firm policy for Retail Generalists (Grocery) 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.

Skills

Operational review

Policy adherence

Workflow judgment

Stakeholder communication

Retail Generalists operations

Tools

AI-assisted workflow tooling

Job description

Retail Generalists (Grocery) is a remote review track for evaluating AI outputs across retail generalists 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: $35–$50 / hr · Location: Remote — US-eligible · Contractor

Retail Generalists (Grocery) is a remote review track for evaluating AI outputs across retail generalists specialist operations workflows.

Role details

About the role

Retail Generalists (Grocery) is a remote review track for evaluating AI outputs across retail generalists 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.
Retail Generalists 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 retail generalists specialist operations workflows, playbooks, and firm policy for Retail Generalists (Grocery) 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.

What you should bring

• Direct working experience in retail generalists specialist operations on real teams for Retail Generalists (Grocery) 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.

Role signals

Example tasks

• Grade a model's response to a real retail generalists 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

$35–$50 / 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
• Retail Generalists specialist operations
• Grocery
• Procurement
• Product Selection
• Retail
• Shopping

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.