Transportation and Warehousing Expert

Pay: $30 - $70/hour

Required Skills
Logistics
Supply chain
About micro1
micro1 is a data lab that helps AI labs & Enterprises train foundational models and agents. We provide frontier evaluations and reinforcement learning environments to improve LLM capabilities, as well as contextual evaluations to monitor and improve AI agents in enterprise settings.

Our AI recruiting agent sources and vets domain experts for our data platform that enables rapid production of high-quality training data. Our research spans high-value, specialized domains (legal, medical, finance, coding, etc.), where expert-level data is the hardest to produce and most valuable for advanced model performance. Our pipeline performance system ensures both quality and velocity.

Role Title: Transportation and Warehousing Expert

Role Type: Contractor

Location: Remote

micro1 is engaging Transportation and Warehousing Experts to contribute to a dynamic project for a valued customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.

Scope of Work

Analyze and provide detailed feedback on logistics, transportation, and warehousing scenarios to inform AI model development.
Curate, review, and validate real-world data and documents relevant to supply chain, cargo management, dispatch operations, and freight movement.
Develop clear written explanations of complex processes such as inventory management, distribution planning, and cargo routing.
Evaluate system-generated outputs for accuracy and relevance to logistics and warehousing best practices.
Create domain-specific queries, case studies, or hypothetical scenarios that test AI reasoning in transportation and storage contexts.
Collaborate with project managers and technical teams via precise written and verbal communication to ensure deliverable quality.
Identify gaps in AI system knowledge and propose enhancements based on current industry standards and regulations.

Preferred Qualifications

Minimum of 5 years' experience as a Logistician, Supply Chain Manager, Transportation/Distribution Manager, Cargo and Freight Agent, or Dispatcher.
Comprehensive knowledge of warehousing, transportation, and logistics operations and regulations.
Demonstrated ability to articulate complex supply chain concepts both verbally and in writing.
Detail-oriented approach to reviewing operational data, workflows, and process documentation.
Proficiency with industry-standard logistics software, management systems, and tracking tools.
Experience handling diverse cargo, distribution models, or multimodal transport networks.
Strong collaborative skills for remote project participation and feedback exchange.
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