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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

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

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

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

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

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

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

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

  • 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.

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

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

  • Plan store layouts or design displays.

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

  • Prepare staff work schedules and assign specific duties.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles