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Automation Risk Analysis

Will “Recorder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Recorder” 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%

“Recorder” 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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

  • Unload or unpack incoming shipments.

Technologies & Software

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

Alternative Job Titles