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Automation Risk Analysis

Will “Park Superintendent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #195 of 702. Estimated risk: 16.0%

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AI Exposure Risk

55%

“Park 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%

“Park 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

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

  • 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.

  • 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.

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

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

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

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

  • Prepare staff work schedules and assign specific duties.

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

  • Plan store layouts or design displays.

  • 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.

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

Technologies & Software

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

Alternative Job Titles