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Automation Risk Analysis

Will “District Plant Superintendent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #195 of 702. Estimated risk: 16.0%

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AI Exposure Risk

55%

“District Plant 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%

“District Plant 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

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

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

  • Prepare staff work schedules and assign specific duties.

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

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

  • 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.

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

  • Plan store layouts or design displays.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles