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Automation Risk Analysis

Will “IO Manager (Industrial Organization Manager)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #195 of 702. Estimated risk: 16.0%

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AI Exposure Risk

55%

“IO Manager (Industrial Organization 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%

“IO Manager (Industrial Organization 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

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

  • 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.

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

  • Plan store layouts or design displays.

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

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Prepare staff work schedules and assign specific duties.

Technologies & Software

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

Alternative Job Titles