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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 DefinitionsInspection Imagery AnalysisClear 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 Maintenance PlanningAI Model Validation
Soft Skills
Structured ExplanationAttention to Detail
Tools & Technologies
High-Speed InternetSecure Computer
Industry Keywords
Pavement Distress TypesSeverity LevelsCondition AssessmentsModel MisidentificationsField Conditions
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, and weathering
- Analyze roadway imagery or survey excerpts
- Validate AI-generated classifications of pavement distress
- Provide written feedback explaining model misidentifications or misinterpretations of severity levels
- Clarify how inspectors distinguish similar distress categories, evaluate sampling units, and account for real-world field conditions in PCI scoring and reporting
- Train and evaluate next-generation AI models using PCI survey expertise
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 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 required
Benefits
Comp & perks- Training and project guidelines will be provided
- Company-sponsored health insurance and PTO do not apply to contractors
- Contractor supplies a secure computer and high-speed internet