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Automation Risk Analysis

Will “Data Collector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Data Collector” 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%

“Data Collector” 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

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

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

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

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

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

  • 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.

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

  • Remove from stock products or loads not meeting quality standards, and notify supervisors or appropriate departments of discrepancies or shortages.

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

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

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

  • Unload or unpack incoming shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles