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Automation Risk Analysis

Will “Field Recorder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Field 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%

“Field 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

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

  • 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.

  • Unload or unpack incoming shipments.

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles