Logistics & Planning Professionals

AuraOne; United States; On-site; USD 87,000 - 120,000; Full time

Job summary

AuraOne is seeking reviewers for its remote Logistics & Planning Professionals track. You will assess AI outputs against supply chain workflows and firm policies, grading tone, escalation logic, and stakeholder fit using a structured rubric.

The role emphasizes clear written reasoning, meticulous attention to detail, and the ability to identify when a prompt itself is the issue. Remote, contractor-track participation valued.

Qualifications

• Direct working experience in supply chain on real teams for Logistics & Planning Professionals work.
• Clear written reasoning naming the policy or workflow 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 supply chain workflows, playbooks, and firm policy for Logistics & Planning Professionals 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

Supply chain experience

Rubric-driven evaluation

Written reasoning

Attention to detail

Async availability

Policy/workflow awareness

Tools

AI-assisted tooling

Job description

About the role

Logistics & Planning Professionals is a remote review track for evaluating AI outputs across supply chain 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. This listing is routed through AuraOne's $75 / hr contractor track, with the visible compensation and remote eligibility preserved through application review.
Supply chain 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 supply chain workflows, playbooks, and firm policy for Logistics & Planning Professionals 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 supply chain on real teams for Logistics & Planning Professionals 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.
• Clear understanding that this opening is for AuraOne's $75 / hr contractor track, including the visible compensation and remote eligibility terms on the posting.

Role signals

Example tasks

• Grade a model's response to a real supply chain 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

$75 / 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
• Supply chain
• AI model evaluation