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Automation Risk Analysis

Will “Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“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%

“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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

  • 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.

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

  • Unload or unpack incoming shipments.

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

Technologies & Software

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

Alternative Job Titles