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Automation Risk Analysis

Will “Box Car Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Box Car 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%

“Box Car 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

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

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

  • Unload or unpack incoming shipments.

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles