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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

  • 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.

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

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

  • 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.

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

  • 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.

  • Plan store layouts or design displays.

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles