Help shape the future of AI by designing realistic civil engineering tasks that challenge advanced AI agents.
- Location: Remote
- Type: Contract / Part-time
- Commitment: 20 hours/week
- Compensation: US$30–60/hour
- Project duration: 2 months, with potential extension
- Availability: Immediate start

About the role

At Anyone AI, we create high-quality training and evaluation data for frontier AI models. We’re looking for Civil Engineering Experts with practical experience in construction or infrastructure projects, particularly cost estimating, quantity surveying, tender preparation, and technical document review.

You’ll develop and validate realistic tasks that assess whether AI agents can interpret engineering documentation, prepare accurate calculations and estimates, identify inconsistencies, and complete professional workflows. Your expertise will help establish reliable reference solutions and meaningful evaluation criteria.

What You’ll 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, checking materials, units, conversions, and scope.
- Identify conflicting requirements, missing information, duplicate items, and omissions; document their implications and any necessary clarifications.
- Create reference solutions with traceable calculations, source citations, and clearly justified assumptions.
- Review AI-generated outputs and independently check reference answers for accuracy and completeness.
- Collaborate with technical contributors to define reproducible tasks and evaluation criteria.

What we’re looking for
- A bachelor’s degree or higher in Civil Engineering, Construction Engineering, or a closely related field.
- Substantial professional experience in construct

📌 Civil Engineering Expert (Esquel)
🏢 Anyone AI
📍 Esquel