Civil Engineering Expert

The role

Design realistic civil engineering tasks to challenge advanced AI agents. Develop and validate tasks that assess AI ability to interpret engineering documentation, prepare calculations, and complete professional workflows.

What you will do

• 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 specified work to appropriate pricing entries.
• Identify conflicting requirements, missing information, duplicate items, and omissions.
• 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 qualifications

• Bachelor's degree or higher in Civil Engineering, Construction Engineering, or a closely related field.
• Substantial professional experience in construction estimating, quantity surveying, tender preparation, or technical project review.
• Strong ability to interpret construction specifications, drawings, bills of quantities, and contractual requirements.
• Working knowledge of construction methods, materials, and building systems across multiple trades.
• Proficiency with Excel or LibreOffice Calc, including formulas, unit conversions, and budget reconciliation.
• Confidence working with lengthy PDF documents and structured data.
• Ability to distinguish documented facts from assumptions and recognize when clarification is required.
• Strong written English and Spanish reading proficiency.
• Excellent attention to detail and the ability to explain technical decisions clearly.

Nice to have

• A Master's or PhD in a relevant engineering discipline.
• Professional engineering licensure or a relevant estimating or quantity surveying certification.
• Experience preparing or reviewing public procurement bids.
• Familiarity with architectural, structural, electrical, plumbing, or gas installation estimates.
• Experience with CAD, BIM, digital takeoff tools, Python, or document-processing automation.
• Previous experience developing technical assessments, reviewing AI outputs, or contributing to benchmarking projects.

About the company

Anyone AI creates high-quality training and evaluation data for frontier AI models.