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Automation Risk Analysis

Will “Business Coordinator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #195 of 702. Estimated risk: 16.0%

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AI Exposure Risk

55%

“Business Coordinator” 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%

“Business Coordinator” 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

  • 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.

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

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

  • 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.

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

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

  • 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.

  • 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.

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

  • Plan or direct activities, such as sales promotions, that require coordination with other department managers.

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

  • Plan store layouts or design displays.

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

  • Prepare staff work schedules and assign specific duties.

Technologies & Software

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

Alternative Job Titles