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Automation Risk Analysis

Will “Clerical Car Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Clerical Car Checker” 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%

“Clerical Car Checker” 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

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

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

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

  • 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.

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

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

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles