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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

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

  • Unload or unpack incoming shipments.

  • 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.

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles