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Automation Risk Analysis

Will “Freight Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Freight 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%

“Freight 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.

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

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

  • 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.

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

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

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

  • 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.

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

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

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

  • Unload or unpack incoming shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles