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

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

  • Plan store layouts or design displays.

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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