Pavement Condition Index (PCI) Survey & Annotation Specialist – Freelance AI Trainer

Invisible Technologies

. Review roadway images, inspection records, and AI-generated outputs .

Posted 11/5/2026contractRemote • PolandMid-LevelSenior💰 $6 - $20 per hourWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in Pavement Condition Index (PCI) surveys and assessments, with a strong ability to analyze and validate pavement distress types and severity levels. Possesses clear written communication skills to provide structured feedback and explanations regarding inspection findings.

Highest-signal resume keywords

Pavement Condition Index (PCI) SurveysPavement Distress AnalysisWritten CommunicationAttention to Visual DetailInspection Reasoning

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Pavement Condition AssessmentsDistress Pattern AnnotationCondition ReportingRoadway Imagery AnalysisAI Classification Validation

Soft Skills

Clear CommunicationStructured Explanation

Industry Keywords

Pavement Distress TypesSeverity LevelsCondition AssessmentsInspection ImageryRoadway Maintenance Planning

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 or severity-level errors
Clarify distinctions between similar distress categories
Explain how sampling units are evaluated
Assess how real-world field conditions influence 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 condition assessments, inspection imagery, condition reports, or roadway maintenance planning
Ability to consistently apply pavement distress definitions and rating criteria
Clear written communication
Ability to explain inspection reasoning and classification decisions in a structured way
Attention to visual detail
No prior AI or technical background required
Contractor must supply a secure computer and high-speed internet

Benefits

Comp & perks

Training and project guidelines will be provided
No company-sponsored benefits such as health insurance and PTO apply (contractor role)
Contractor supplies a secure computer and high-speed internet