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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 the ability to analyze and validate pavement distress types and severity levels. Strong written communication skills are essential for providing feedback and explaining 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 PlanningData AnnotationImage ValidationSeverity Level AssessmentField Condition EvaluationAI Model TrainingModel Misidentification Analysis
Soft Skills
Structured ExplanationAttention to Detail
Industry Keywords
Roadway InspectionPavement Distress PatternsCrackingRuttingSpallingPatchingWeatheringCondition Assessment CriteriaSurvey ExcerptsAI-Generated Outputs
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 severity-level errors
- Clarify how inspectors distinguish similar distress categories
- Explain how sampling units are evaluated
- Account for real-world field conditions in PCI scoring and reporting
- Help train and evaluate next-generation AI models
Requirements
What you’ll need- Hands-on experience conducting or interpreting Pavement Condition Index (PCI) surveys
- Familiarity with PCI surveys, pavement distress definitions, rating criteria, and pavement condition assessments
- 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 is required
Benefits
Comp & perks- Training and project guidelines will be provided
- As a contractor, you will supply a secure computer and high-speed internet
- Company-sponsored benefits such as health insurance and PTO do not apply