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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

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

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

  • 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.

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

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

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

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

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

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

  • Plan store layouts or design displays.

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles