Job description

Employment Type: Freelance / Contract (Work from Home)
Qualification: Relevant professional experience in Transportation, Logistics, Warehousing, Supply Chain, Freight, Distribution, or related fields
Project Duration: Task-based freelance project
Time Commitment: ~4 hours per task
Compensation: 10,000 per accepted task

About the Role
We are hiring Transportation & Warehousing Experts for a remote, task-based AI training and evaluation project. The selected experts will use their real qualified experience to create realistic workplace tasks that help AI systems understand how transportation and logistics professionals actually work. This is not a data-labeling, generic content-writing, or academic question-answering role. The work involves creating realistic professional scenarios, providing supporting evidence, developing the ideal solution, and defining evaluation criteria.

Key Responsibilities

- Use a real transportation, logistics, or warehousing workflow you have personally handled to create a realistic workplace task.
- Create professional scenarios involving freight, dispatch, route planning, transportation management, warehousing, distribution, inventory, fleet operations, or supply chain.
- Provide safe, anonymized, or realistic supporting materials such as shipment records, route data, dispatch logs, inventory records, delivery reports, spreadsheets, or other relevant files.
- Complete the task yourself and create the ideal professional deliverable or solution.
- Define clear evaluation criteria to assess the accuracy, completeness, and quality of an AI-generated response.




- Ensure tasks reflect realistic professional reasoning, decision-making, and workplace practices.
- Work independently and complete assigned tasks within the required timelines.

Required Skills

- Strong professional expertise in Transportation, Logistics, Warehousing, Supply Chain, Freight, or related fields.
- Experience handling real-world, multi-step professional workflows.
- Familiarity with U.S. workplace practices, transportation standards, terminology, or U.S.-facing/global operations is highly preferred.
- Strong analytical thinking and attention to detail.
- Ability to create and interpret professional shipment records, route data, logistics reports, inventory records, spreadsheets, or other relevant materials.
- Strong written English and professional communication skills.
- Ability to work independently in a remote environment.
- Comfortable working on AI training and evaluation projects.

Relevant Backgrounds

Logistics Manager | Transportation Manager | Supply Chain Manager | Freight Analyst | Transportation Planner | Dispatch Manager | Warehouse Manager | Distribution Manager | Fleet Manager | Logistics Analyst | Supply Chain Analyst | Operations Manager | Procurement | Related Roles

U.S.-Based Company Experience

Experience with companies such as FedEx, UPS, C.H. Robinson, XPO, J.B. Hunt, Ryder, GXO Logistics, or Expeditors can be relevant.

These companies are provided only as examples for reference. Candidates with experience in any similar U.S.-based company or U.S.-facing/global organization are welcome to apply.

📌 Transportation & Warehousing Expert Contributor | Freelance (India)
🏢 Crossing Hurdles
📍 India