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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

  • 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.

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

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

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

  • Unload or unpack incoming shipments.

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

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles