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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

  • Unload or unpack incoming shipments.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles