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Automation Risk Analysis

Will “General Superintendent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #195 of 702. Estimated risk: 16.0%

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AI Exposure Risk

55%

“General 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%

“General 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

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

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

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

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

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

  • Plan store layouts or design displays.

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

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

  • Prepare staff work schedules and assign specific duties.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles