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Automation Risk Analysis

Will “Ticket Puller” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Ticket Puller” 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 Puller” 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

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

  • 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.

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

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

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

  • 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.

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

  • Unload or unpack incoming shipments.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles