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Automation Risk Analysis

Will “Petroleum Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Petroleum Inspector” 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%

“Petroleum Inspector” 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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • Unload or unpack incoming shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles