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Automation Risk Analysis

Will “Railroad 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%

“Railroad 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%

“Railroad 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.

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

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

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

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

  • 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.

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

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

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

  • Unload or unpack incoming shipments.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles