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Automation Risk Analysis

Will “Toolroom Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Toolroom 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%

“Toolroom 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

  • 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.

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

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

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

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

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

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

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

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

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

  • Unload or unpack incoming shipments.

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles