Office & Administration
Library Assistants, Clerical
HIGH
55 / 100 estimated replacement risk
VS
Office & Administration
Weighers, Measurers, Checkers, and Samplers, Recordkeeping
MODERATE
49 / 100 estimated replacement risk
MetricLibrary Assistants, ClericalWeighers, Measurers, Checkers, and Samplers, RecordkeepingAdvantage
AI Exposure7054Weighers, Measurers, Checkers, and Samplers, Recordkeeping
Estimated Replacement RiskHIGH55MODERATE49Weighers, Measurers, Checkers, and Samplers, Recordkeeping
Human Dependency8070Library Assistants, Clerical
Physical Dependency4661Weighers, Measurers, Checkers, and Samplers, Recordkeeping
Labour-market Resilience5562Weighers, Measurers, Checkers, and Samplers, Recordkeeping
Confidence82.008282.8126Weighers, Measurers, Checkers, and Samplers, Recordkeeping
Task Coverage84.052%88.8653%Weighers, Measurers, Checkers, and Samplers, Recordkeeping
Verdict
Weighers, Measurers, Checkers, and Samplers, Recordkeeping currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.