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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

  • 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.

  • 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.

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

  • 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.

  • Plan store layouts or design displays.

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles