Weighers, Measurers, Checkers, and Samplers, Recordkeeping
AI replacement rate
62%This role is currently tracked with 10 timeline items plus a profile-based replacement estimate.
This role involves tasks highly susceptible to automation by AI, particularly in data capture, precise measurement validation, quality checking, and recordkeeping, which often follow clear rules and repetitive patterns.
Replacement trend
Aggregated from periodic refresh snapshots- 2026-04-2062%
Why this role is rated this way
Structural baseCore tasks like weighing, measuring, and checking items against specifications are highly repetitive and rule-based, making them prime candidates for automation through sensors and AI algorithms.
The recordkeeping component can be significantly automated by AI systems that accurately log, analyze, and report data collected from automated measurements and checks, eliminating manual entry.
AI, especially through computer vision and sensor fusion, can perform quality control, identify samples, and detect deviations or anomalies with greater speed and consistency than human operators, reducing manual intervention.
As production and logistics processes become more automated, AI can seamlessly integrate data from various automated stages, performing checks and validations that previously required human oversight.
Timeline
Relevant news and cases, newest firstWeighers, Measurers, Checkers, and Samplers, Recordkeeping · Manufacturing · Manufacturing In demand · Weigh, measure, and check materials, supplies, and equipment for the purpose of keeping relevant records. Duties are primarily clerical by nature. Includes workers who collect and keep ...
Open originalClerks review shipment orders to ensure they were correctly processed, compute freight costs, and prepare invoices. They may move goods from a warehouse to the loading dock. Material and product inspecting clerks weigh, measure, and document materials and equipment that enter a warehouse.
Open originalAutomatic selective scale e.g.Automatic bulk weighing systems
Open originalIndustries with the highest published employment and wages for Weighers, Measurers, Checkers, and Samplers, Recordkeeping are provided.
Open originalWeighers, Measurers, Checkers, and Samplers, Recordkeeping · Description: what do they do? Weigh, measure, and check materials, supplies, and equipment for the purpose of keeping relevant records. Duties are primarily clerical by nature.
Open originalWeighers, measurers, checkers, samplers and recordkeeping personnel perform clerical jobs. They keep accurate records of materials by documenting their weight, dimensions, quality and quantity. They may use automated data processing systems to record the characteristics of items they are ...
Open originalMay use precision measuring instruments and complex test equipment. ... Verify and maintain records on incoming and outgoing shipments involving inventory. Duties include verifying and recording incoming merchandise or material and arranging for the transportation of products. May prepare items for shipment. ... Pack or package by hand a wide variety of products and materials. ... Feed materials into or remove materials from machines or equipment that is automatic or tended by other workers.
Open originalWeigh or measure materials, equipment, or products to maintain relevant records, using volume meters, scales, rules, or calipers.
Open originalAdvancement. Advancement opportunities vary with the place of employment. ... Weighers, measurers, checkers, and samplers weigh, measure, and check materials, supplies, and equipment in order to keep accurate records. Most of their duties are clerical. Using either manual or automated ...
Open originalWeigh or measure materials, equipment, or products to maintain relevant records, using volume meters, scales, rules, or calipers.
Open original