Transportation Expert

Transportation Expert

We are seeking experienced Transportation Professionals to collaborate with a leading AI research organization on a large-scale AI training initiative. This project focuses on improving transportation systems reasoning, infrastructure analysis, and logistics planning capabilities in advanced language models.

This is a multilingual opportunity, specifically seeking experts fluent and professionally active in Japanese, Chinese, Korean, Spanish, Russian, German, Arabic, Thai, Tamil, or Hindi. It's crucial that candidates possess real-world professional experience within their linguistic and cultural environment, including familiarity with local transit systems, regulatory frameworks, infrastructure standards, and operational norms.

Key Responsibilities

• Author realistic transportation prompts covering urban transit planning, traffic engineering, rail and aviation systems, maritime logistics, supply chain coordination, and infrastructure development.
• Review and refine AI-generated responses for technical accuracy, feasibility, regulatory alignment, and clarity.
• Write high-quality “gold standard” responses for complex transportation planning and operational scenarios.
• Create controlled prompt variations testing regulatory environments, geographic constraints, demand patterns, safety requirements, and system design assumptions.
• Evaluate outputs across tones (technical, policy-oriented, operational, explanatory).
• Identify model failure cases such as unrealistic system design, regulatory misinterpretation, flawed logistical reasoning, or safety oversights.

Ideal Qualifications

• Degree in Transportation Engineering, Civil Engineering, Urban Planning, Logistics, Supply Chain Management, or a related field (or equivalent professional experience).
• 2+ years of professional experience in transportation planning, infrastructure development, logistics operations, traffic engineering, transit systems, or related domains.
• Active professional familiarity with transportation systems within at least one of the specified language ecosystems.
• Strong understanding of infrastructure standards, safety regulations, and operational practices in your region.
• Excellent analytical and written communication skills in the target language.
• Strong systems thinking and editorial judgment.

Commitment

Expected availability: 10–40 hours per week, fully remote with flexible scheduling.

Application Process

Submit your resume to get started. Complete a short form outlining your transportation background and language proficiency. Qualified applicants will receive follow-up steps within a few days.

Contract & Payment Terms

Engagement as an independent contractor, fully remote with flexible hours. Projects may be extended, shortened, or concluded based on performance and business needs. Weekly payments via Stripe or Wise based on services rendered. Visa sponsorship is not available at this time.

Key skills/competency

• Transportation Planning
• Logistics Management
• Supply Chain Optimization
• Urban Transit Systems
• Traffic Engineering
• Infrastructure Development
• Regulatory Compliance
• AI Model Evaluation
• Multilingual Communication
• Systems Thinking