Civil Engineering Expert (AI Training Data)

About the role

Anyone AI creates training and evaluation data for frontier AI models. It is looking for Civil Engineering Experts with practical experience in construction or infrastructure projects, especially cost estimating, quantity surveying, tender preparation and technical document review. You will design and validate realistic tasks that test whether AI agents can interpret engineering documentation, prepare accurate calculations and estimates, spot inconsistencies and complete professional workflows. The role is remote, part-time at 20 hours per week, with immediate start and a 2-month duration.

Key responsibilities

• Design realistic civil engineering tasks based on construction and infrastructure workflows.
• Interpret tender documents, technical specifications, drawings, schedules and pricing information.
• Prepare and verify quantity schedules, takeoffs, cost estimates and project budgets.
• Match work to pricing entries, checking materials, units, conversions and scope.
• Identify conflicting requirements, missing or duplicate items and document their implications.
• Create reference solutions with traceable calculations, source citations and justified assumptions.
• Review AI-generated outputs and check reference answers for accuracy and completeness.
• Collaborate with technical contributors to define reproducible tasks and evaluation criteria.

Required profile

• Bachelor's degree or higher in Civil Engineering, Construction Engineering or a closely related field.
• Substantial experience in construction estimating, quantity surveying, tender preparation or technical project review.
• Strong ability to read construction specifications, drawings, bills of quantities and contracts.
• Working knowledge of construction methods, materials and building systems across trades.
• Strong written English and Spanish reading proficiency.
• Nice to have: Master's or PhD, professional engineering licensure, public procurement bid experience, CAD/BIM or Python experience, and prior work on AI benchmarking projects.

Required skills

• Proficiency with Excel or LibreOffice Calc, including formulas, unit conversions and budget reconciliation.
• Confidence with lengthy PDF documents and structured data.
• Ability to distinguish documented facts from assumptions.

Compensation is US$30-60 per hour.