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Automation Risk Analysis

Will “Traffic Counter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Traffic Counter” 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%

“Traffic Counter” 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

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

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

  • 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.

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

  • Unload or unpack incoming shipments.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles