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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

  • 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.

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

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

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

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

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

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

  • 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.

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

  • 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.

  • 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.

  • Plan store layouts or design displays.

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

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

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

Alternative Job Titles