Pavement Condition Index (PCI) Survey & Annotation Specialist – Freelance AI Trainer Project
Core
Validate AI-generated classifications of pavement distress and condition ratings against real-world PCI survey practices and inspection imagery.
Role type
Freelance AI trainer specializing in civil infrastructure data annotation
Builds
Training datasets for AI models that recognize cracking, rutting, spalling, patching, and weathering in roadways
Domain
Civil engineering / Transportation infrastructure / Pavement maintenance
Deliverable
production ML models
Required skills
PCI survey methodology, pavement distress identification, inspection record review, visual detail analysis, technical writing
Preferred skills
Civil or transportation engineering background, DOT specialist experience, roadway maintenance planning knowledge
Technologies
None specified
Responsibilities
Review roadway images and inspection records, validate AI-generated outputs for accuracy, provide written feedback on model misidentifications, clarify inspector reasoning for distress categories
Seniority
Freelance contractor