Logistics and Supply Chain AI Evaluation SME

You will help evaluate AI-generated tools for logistics, fleet dispatch, inventory, routing, and field operations. Your reviews will ensure that model outputs follow real-world supply chain practices and operational rules.

You will set workflow limits, check source documents, verify formulas and assignments, and provide quality sign-off on AI-generated results.

• Define fleet sizes, service areas, delivery windows, capacity limits, and operating guardrails.
• Apply driver hours-of-service requirements, weight and volume limits, delivery service levels, and other operating rules.
• Validate dispatch logs, driver rosters, shipment manifests, and related context materials.
• Check routing and assignment logic, service-level and cost formulas, and validation lists.
• Review tools for route planners, work order managers, and vendor trackers.
• Give quality sign-off based on field-operations and supply chain practices.

What It Pays and Takes

This is a remote contractor project lasting up to two weeks. The listing does not specify a pay rate.

• Time: 20+ hours per week.
• Schedule: Eight hours of overlap with Pacific Time and weekend on-call availability are required.
• Location: Remote and open worldwide.
• Language: English fluency is required.
• Experience: At least five years in logistics, fleet dispatch, supply chain management, or field-service operations.
• Knowledge: Routing and scheduling, driver assignment, shipment tracking, inventory management, and delivery cost measures such as cost per mile and cost per stop.
• Technical skills: Translate dispatch rules into spreadsheet formulas, capacity limits, and data-validation structures.
• Other requirements: Strong analytical reasoning, concise professional writing, sound judgment, and a bachelor's degree or equivalent practical experience.
• Equipment: Reliable access to a desktop or laptop and stable, high-speed internet.
• Helpful background: AI evaluation, data annotation, content review, quality assurance, logistics quality controls, service-level compliance, or operational decision-making.

How It Works

Apply on OpenTrain with your resume, then complete the application on the hiring site.

About AI Training Work

AI training is the human work behind systems that learn from examples and feedback. In this role, your logistics expertise helps evaluate whether AI outputs follow sound routing, dispatch, inventory, and supply chain practices.