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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.

  • 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.

  • Prepare staff work schedules and assign specific duties.

  • 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.

  • 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 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles