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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

  • 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.

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

  • Unload or unpack incoming shipments.

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles