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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

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

  • Unload or unpack incoming shipments.

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

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

  • 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.

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

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

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles