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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

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

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

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

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

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

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

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

  • Unload or unpack incoming shipments.

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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  • SAP software
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  • Infor XA
  • Grammarly AI
  • Warehouse management system WMS
  • Enterprise resource planning ERP software
  • NetSuite ERP
  • DeepSeek
  • Microsoft Office software
  • Materials resource planning MRP software
  • Inventory management systems
  • Word processing software
  • Otter.ai
  • Microsoft Excel
  • Llama (Meta)
  • Qwen (Alibaba)
  • Infor ERP Baan
  • Gemini for Workspace
  • Root cause analysis software
  • IBM Notes
  • Napkin AI
  • Microsoft Access
  • Microsoft Copilot
  • Oracle Database
  • Microsoft PowerPoint
  • Claude (Anthropic)
  • Microsoft Outlook
  • Zapier AI
  • Microsoft Dynamics AX
  • Mistral (Mistral AI)
  • Kimi (Moonshot AI)
  • Inventory software
  • UiPath (RPA + AI)
  • Oracle JD Edwards EnterpriseOne
  • Belt conveyor scales
  • Safety glasses
  • Automatic bulk weighing systems
  • Calculators
  • Cordage measurers
  • Protective coveralls
  • Facial shields
  • Warehouse forklifts
  • Vehicle tank meters
  • Grain moisture meters
  • Hoists
  • Order selectors
  • Personal computers
  • Water meters
  • Radio frequency RF scanners
  • Label printers
  • Safety shoes
  • Milk meters
  • Hopper scales
  • Industrial trucks
  • Mass flow meters
  • Two-way radios
  • Railway track scales
  • High lifts
  • Monorail scales
  • Electric overhead traveling crane EOT
  • Scissor lifts
  • Beam scales
  • Computerized scales
  • Cherry pickers
  • Grain analyzers
  • Wire cutters
  • Livestock scales
  • Axle load scales
  • Pallet jacks
  • Crane scales
  • Computer terminals
  • Tablet computers

Alternative Job Titles