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Automation Risk Analysis

Will “Golf Course Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #195 of 702. Estimated risk: 16.0%

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AI Exposure Risk

55%

“Golf Course Manager” 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%

“Golf Course Manager” 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.

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

  • 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.

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

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

  • Prepare staff work schedules and assign specific duties.

  • 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.

  • 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.

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

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

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

  • Plan store layouts or design displays.

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

Technologies & Software

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

Alternative Job Titles