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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 administrative activities directly related to making products or providing services.

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

  • 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.

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

  • Prepare staff work schedules and assign specific duties.

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

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

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles