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Automation Risk Analysis

Will “Harvest Field Ticketer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Harvest Field Ticketer” 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%

“Harvest Field Ticketer” 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

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

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

  • Unload or unpack incoming shipments.

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

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles