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Automation Risk Analysis

Will “Water Superintendent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #195 of 702. Estimated risk: 16.0%

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AI Exposure Risk

55%

“Water 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%

“Water 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

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

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

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

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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

  • Plan store layouts or design displays.

  • 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.

Technologies & Software

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

Alternative Job Titles