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Automation Risk Analysis

Will “Sample Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Sample Checker” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

55%

“Sample Checker” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 55% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Weighers, Measurers, Checkers, and Samplers, Recordkeeping, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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 record of samples of products or materials.

Avg. Annual Salary $46,660
Avg. Hourly Wage $22.43
Available Jobs (US) 49,720
Job Title & Hierarchy Code (SOC) Weighers, Measurers, Checkers, and Samplers, Recordkeeping #43-5111
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Weighers, Measurers, Checkers, and Samplers, Recordkeeping”

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Core Skills & Abilities

  • Store samples of finished products in labeled cartons and record their location.

  • Communicate with customers and vendors to exchange information regarding products, materials, and services.

  • Collect product samples and prepare them for laboratory analysis or testing.

  • Collect or prepare measurement, weight, or identification labels and attach them to products.

  • Maintain, monitor, and clean work areas, such as recycling collection sites, drop boxes, counters and windows, and areas around scale houses.

  • Compare product labels, tags, or tickets, shipping manifests, purchase orders, and bills of lading to verify accuracy of shipment contents, quality specifications, or weights.

  • Examine products or materials, parts, subassemblies, and packaging for damage, defects, or shortages, using specification sheets, gauges, and standards charts.

  • Sort products or materials into predetermined sequences or groupings for display, packing, shipping, or storage.

  • Signal or instruct other workers to weigh, move, or check products.

  • Fill orders for products and samples, following order tickets, and forward or mail items.

  • Unload or unpack incoming shipments.

  • Document quantity, quality, type, weight, test result data, and value of materials or products to maintain shipping, receiving, and production records and files.

  • Operate scalehouse computers to obtain weight information about incoming shipments such as those from waste haulers.

  • Transport materials, products, or samples to processing, shipping, or storage areas, manually or using conveyors, pumps, or hand trucks.

  • Count or estimate quantities of materials, parts, or products received or shipped.

  • Inspect products and examination records to determine the number of defects per worker and the reasons for examiners' rejections.

  • Remove from stock products or loads not meeting quality standards, and notify supervisors or appropriate departments of discrepancies or shortages.

  • Weigh or measure materials, equipment, or products to maintain relevant records, using volume meters, scales, rules, or calipers.

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  • Water meters
  • Grain moisture meters
  • Belt conveyor scales
  • Label printers
  • Facial shields
  • Scissor lifts
  • Axle load scales
  • Cherry pickers
  • Milk meters
  • Vehicle tank meters
  • Two-way radios
  • Beam scales
  • Grain analyzers
  • Computer terminals
  • Protective coveralls
  • Safety shoes
  • Automatic bulk weighing systems
  • Computerized scales
  • Wire cutters
  • Hopper scales
  • Hoists
  • Warehouse forklifts
  • Livestock scales
  • Monorail scales
  • Calculators
  • High lifts
  • Railway track scales
  • Industrial trucks
  • Order selectors
  • Personal computers
  • Mass flow meters
  • Crane scales
  • Radio frequency RF scanners
  • Electric overhead traveling crane EOT
  • Pallet jacks
  • Cordage measurers
  • Tablet computers
  • Safety glasses

Alternative Job Titles