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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

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

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

  • 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.

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

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

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

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

  • Unload or unpack incoming shipments.

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

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

  • 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.

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles