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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

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

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

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

  • Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.

  • 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.

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

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

  • Plan store layouts or design displays.

  • 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.

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

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

  • 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.

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

  • Prepare staff work schedules and assign specific duties.

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

Technologies & Software

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

Alternative Job Titles