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Automation Risk Analysis

Will “Ticket Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Ticket Worker” 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%

“Ticket Worker” 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

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

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

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

  • 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.

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

  • 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.

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

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

  • 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.

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

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

  • Unload or unpack incoming shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles