Automotive AI Rater, Evaluator
LILT AI
contract
Posted on:
Location Type: Remote
Location: Anywhere in the World
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About the role
- Evaluate AI outputs related to automotive engineering, vehicles, and mobility topics
- Perform structured scoring, comparison, classification, and judgment tasks
- Assess technical accuracy, safety considerations, clarity, and alignment with automotive standards
- Identify hallucinations, unsafe guidance, incorrect specifications, or misleading automotive information
- Apply domain-specific automotive guidelines consistently across tasks
- Validate and refine evaluation rubrics and edge-case handling
- Perform adjudication where raters disagree
- Conduct error analysis and qualitative reviews of model behavior
- Partner with teams on evaluation design
- Support red-teaming, safety analysis, and model readiness assessments
Requirements
- Automotive engineers, manufacturing specialists, vehicle systems professionals, or mobility practitioners
- Experience with vehicle systems, automotive manufacturing, maintenance, or mobility technologies
- Strong attention to detail and comfort working with structured evaluation criteria
- Native or professional fluency in one or more supported languages is required
- English fluency is required for guidelines, feedback, and collaboration.
Benefits
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Applicant Tracking System Keywords
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Hard Skills & Tools
AI evaluationstructured scoringcomparisonclassificationerror analysisqualitative reviewsevaluation designsafety analysismodel readiness assessmentsautomotive standards
Soft Skills
attention to detailjudgmentcollaborationcommunicationcritical thinkingproblem-solvingconsistencyadaptabilityanalytical skillsinterpersonal skills