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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 focus on analyzing and validating pavement distress types and severity levels. Capable of providing clear written feedback and training AI models for roadway-condition interpretation.
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 AnnotationCondition ReportingRoadway Maintenance PlanningAI Model Evaluation
Soft Skills
Structured ExplanationAttention to Detail
Industry Keywords
Roadway ImageryDistress PatternsSeverity LevelsModel 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 and severity-level errors
- Clarify distinctions between similar distress categories, sampling-unit evaluation, and the influence of field conditions on 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 working with inspection imagery, condition reports, or roadway maintenance planning is highly valuable
- Clear written communication and ability to explain inspection reasoning and classification decisions in a structured way
- Attention to visual detail and ability to consistently apply pavement distress definitions and rating criteria
- No prior AI or technical background is required
- Secure computer and high-speed internet supplied by the contractor
Benefits
Comp & perks- No company-sponsored benefits such as health insurance and PTO apply; contractor supplies a secure computer and high-speed internet