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Automation Risk Analysis

Will “Refinery Superintendent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #195 of 702. Estimated risk: 16.0%

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AI Exposure Risk

55%

“Refinery Superintendent” 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

31%

“Refinery Superintendent” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 31% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For General and Operations Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate the operations of public or private sector organizations, overseeing multiple departments or locations. Duties and responsibilities include formulating policies, managing daily operations, and planning the use of materials and human resources, but are too diverse and general in nature to be classified in any one functional area of management or administration, such as personnel, purchasing, or administrative services. Usually manage through subordinate supervisors. Excludes First-Line Supervisors.

Avg. Annual Salary $133,120
Avg. Hourly Wage $64.00
Available Jobs (US) 3,584,420
Job Title & Hierarchy Code (SOC) General and Operations Managers #11-1021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “General and Operations Managers”

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Core Skills & Abilities

  • Perform personnel functions, such as selection, training, or evaluation.

  • Recommend locations for new facilities, or oversee the remodeling or renovating of current facilities.

  • Prepare staff work schedules and assign specific duties.

  • Direct administrative activities directly related to making products or providing services.

  • Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.

  • Plan or direct activities, such as sales promotions, that require coordination with other department managers.

  • Implement or oversee environmental management or sustainability programs addressing issues such as recycling, conservation, or waste management.

  • Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.

  • Direct non-merchandising departments of businesses, such as advertising or purchasing.

  • Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.

  • Plan store layouts or design displays.

  • Perform sales floor work, such as greeting or assisting customers, stocking shelves, or taking inventory.

  • Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.

  • Develop or implement product-marketing strategies, including advertising campaigns or sales promotions.

  • Set prices or credit terms for goods or services, based on forecasts of customer demand.

  • Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations.

  • Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.

Technologies & Software

  • Google Docs
  • IBM Cognos Impromptu
  • Microsoft Excel
  • Eko
  • Personnel scheduling software
  • IBM Notes
  • Microsoft Dynamics
  • Mozilla Firefox
  • Savant MobileRanger
  • Notion AI
  • Computer aided manufacturing CAM software
  • Customer information control system CICS
  • CNC Mastercam
  • FileMaker Pro
  • Microsoft Visio
  • Point of sale POS software
  • Geographic information system GIS software
  • Blackbaud The Raiser's Edge
  • Microsoft Visual Basic for Applications VBA
  • Nagios
  • Microsoft Visual Basic
  • Microsoft Project
  • Salesforce.com Salesforce CRM
  • Qlik Tech QlikView
  • Grok (xAI)
  • MicroStrategy
  • Yardi software
  • DeepSeek
  • Google Slides
  • Microsoft Exchange
  • Google Analytics
  • Mistral (Mistral AI)
  • Marketo Marketing Automation
  • Social media sites
  • Evernote
  • Software on Sailboats Desktop Sales Manager
  • LSA Visual Easy Lean
  • Human resource management software HRMS
  • Oracle Eloqua
  • Siemens NX
  • AMG Teleran SalesInSync
  • Motion (AI Scheduler)
  • Sage 50 Accounting
  • Vanguard Software Vanguard Sales Manager
  • Claude (Anthropic)
  • Atlassian JIRA
  • Job control language JCL
  • Microsoft Outlook
  • Kronos Workforce Payroll
  • Oracle PeopleSoft
  • Kronos Workforce Timekeeper
  • SAP Crystal Reports
  • Sugar CRM
  • Oracle Primavera Enterprise Project Portfolio Management
  • Napkin AI
  • Avidian Technologies Prophet
  • HubSpot software
  • Inventory management software
  • Google Ads
  • Qwen (Alibaba)
  • Gemini (Google)
  • Microsoft Windows
  • Blackboard software
  • Atlassian Confluence
  • Flipgrid
  • Perplexity AI
  • Oracle PeopleSoft Financials
  • Minitab
  • Salesforce software
  • HEAT Software GoldMine
  • SeaMonkey
  • Apache Hadoop
  • Fireflies.ai
  • Airtable
  • Dropbox
  • Datawatch Monarch
  • Microsoft SharePoint
  • Mozilla Thunderbird
  • Dynamic Energy Systems MedAct
  • Citrix cloud computing software
  • NetSuite ERP
  • Apple Final Cut Pro
  • Microsoft Internet Explorer
  • Llama (Meta)
  • Extensible markup language XML
  • Calendar and scheduling software
  • Adobe Acrobat
  • Otter.ai
  • Oracle JD Edwards EnterpriseOne
  • NetSuite NetCRM
  • Delphi Technology
  • The MathWorks MATLAB
  • Teradata Database
  • Oracle E-Business Suite Financials
  • Slack
  • Microsoft SQL Server
  • Microsoft Copilot
  • SAP Business Objects
  • Fund accounting software
  • Intuit QuickBooks
  • Microsoft Dynamics GP
  • Database software
  • McAfee
  • Act!
  • Shell script
  • Oracle Solaris
  • StataCorp Stata
  • ChatGPT (OpenAI)
  • NortonLifeLock cybersecurity software
  • Apple macOS
  • InnQuest Software roomMaster
  • Structured query language SQL
  • Deacom ERP
  • Splunk Enterprise
  • Facebook
  • IBM SPSS Statistics
  • IBM InfoSphere DataStage
  • Puppet
  • LinkedIn
  • Adobe Photoshop
  • Quest Erwin Data Modeler
  • Google Drive
  • Microsoft Access
  • Tableau
  • LexisNexis
  • Tax software
  • ADP Workforce Now
  • Oracle Taleo
  • Oracle Database
  • Medical condition coding software
  • R
  • Payroll software
  • IBM Power Systems software
  • Microsoft OneNote
  • Sage MAS 500
  • SAP software
  • Microsoft Word
  • Adobe Creative Cloud software
  • YouTube
  • Maximizer Software Maximizer Enterprise
  • Screencastify
  • Gemini for Workspace
  • vtiger CRM
  • Oracle Business Intelligence Enterprise Edition
  • Supervisory control and data acquisition SCADA software
  • IBM Domino
  • Oracle Fusion Applications
  • Human resources software
  • Veritas NetBackup
  • Oracle Hyperion
  • PostgreSQL
  • Microsoft PowerPoint
  • Apple Keynote
  • Microsoft Publisher
  • Realization Streamliner
  • ActionWare
  • Microsoft Office software
  • Microsoft FrontPage
  • Amazon Web Services AWS software
  • GroupMe
  • SAS
  • Autodesk AutoCAD
  • Kimi (Moonshot AI)
  • Nova (Amazon)
  • Profilometers
  • Digital cameras
  • Humidity test chambers
  • 10-key calculators
  • Vacuum test chambers
  • Personal computers
  • Cell phones
  • Computer scanners
  • Handtrucks
  • Personal digital assistants PDA
  • Laptop computers
  • Photocopying equipment
  • Magnetic card readers
  • Spectrometers
  • Desktop computers
  • Point of sale POS systems
  • Credit card processing machines
  • Surveillance cameras

Alternative Job Titles