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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

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

  • Unload or unpack incoming shipments.

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles