2h ago
Pavement Condition Index (PCI) Survey & Annotation Specialist – Freelance AI Trainer Project
World Wide - Remote
$12,480-$41,600 / year
contract RemoteInfrastructure / Pavement Engineering
Description
You will review roadway images and inspection records to validate AI-generated pavement distress classifications and severity ratings, providing written feedback to improve model accuracy. This role applies your PCI survey expertise to train next-generation AI systems for infrastructure maintenance planning.
Requirements
- Hands-on experience conducting or interpreting PCI surveys
- Familiarity with pavement distress definitions and rating criteria
- Ability to consistently apply PCI methodology and attention to visual detail
- Clear written communication and ability to explain inspection reasoning in a structured way
- Experience with inspection imagery, condition reports, or roadway maintenance planning preferred
Responsibilities
- Review roadway images and inspection records to validate AI-generated pavement distress classifications and severity ratings
- Annotate or validate pavement features and distress patterns to help models identify cracking, rutting, spalling, patching, weathering, and other conditions
- Provide written feedback explaining where models misidentify features or misinterpret severity levels
- Clarify how inspectors distinguish between similar distress categories and how sampling units are evaluated
- Explain how real-world field conditions influence PCI scoring and reporting
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