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Automation Risk Analysis

Will “Produce Weigher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Produce Weigher” 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%

“Produce Weigher” 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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Unload or unpack incoming shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles