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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

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

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

  • Plan store layouts or design displays.

  • 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.

  • Prepare staff work schedules and assign specific duties.

  • 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.

  • 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.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles