FREE ACCESS
5,000–10,000 jobs/day
See all jobs on Scoutfield
Search thousands of fresh jobs every day.
Discover
- Fresh listings
- Fast filters
- No subscription required
Create a free account and start exploring right away.
Pavement Condition Index Survey & Annotation Specialist – Freelance AI Trainer
Invisible Technologies. Review roadway images, inspection records, and AI-generated outputs .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in Pavement Condition Index (PCI) surveys and assessments, with a strong ability to analyze and validate pavement distress types and severity levels. Proficient in providing clear written feedback and explanations regarding inspection reasoning and classification decisions.
Highest-signal resume keywords
Pavement Condition Index (PCI) SurveysPavement Distress DefinitionsRoadway InspectionClear Written CommunicationAttention to Visual Detail
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Pavement Condition AssessmentsPavement Distress ClassificationCondition ReportingRoadway Imagery AnalysisAI Model Validation
Soft Skills
Structured ExplanationAttention to Detail
Industry Keywords
Pavement EngineeringRoadway Maintenance PlanningCivil EngineeringTransportation EngineeringDOT Specialist
About the role
Key responsibilities & impact- Review roadway images, inspection records, and AI-generated outputs
- Determine whether pavement distress types, severity levels, and condition assessments are accurate and consistent with PCI methodology
- Annotate or validate pavement features and distress patterns, including cracking, rutting, spalling, patching, weathering, and other common pavement conditions
- Analyze roadway imagery or survey excerpts
- Validate AI-generated classifications of pavement distress
- Provide written feedback explaining model misidentifications and misinterpretations of severity levels
- Clarify how inspectors distinguish between similar distress categories
- Explain how sampling units are evaluated
- Explain how real-world field conditions influence PCI scoring and reporting
- Help train and evaluate next-generation AI models for roadway condition interpretation and infrastructure maintenance planning
Requirements
What you’ll need- Hands-on experience conducting or interpreting Pavement Condition Index (PCI) surveys
- Familiarity with PCI surveys, pavement condition assessments, pavement distress definitions, and rating criteria
- Experience as a pavement professional, roadway inspector, pavement engineer, civil or transportation engineer, DOT specialist, highway inspector, or related professional
- Experience with inspection imagery, condition reports, or roadway maintenance planning is highly valuable
- Clear written communication
- Ability to explain inspection reasoning and classification decisions in a structured way
- Attention to visual detail
- Ability to consistently apply pavement distress definitions and rating criteria
- No prior AI or technical background required
- Secure computer and high-speed internet supplied by the contractor
Benefits
Comp & perks- Training and project guidelines will be provided
- Flexible freelance/contract work arrangement
- Company-sponsored health insurance and PTO do not apply