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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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Prepare staff work schedules and assign specific duties.

  • Plan store layouts or design displays.

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

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

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

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

Technologies & Software

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

Alternative Job Titles