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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.

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

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

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

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

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

  • Unload or unpack incoming shipments.

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles