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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.

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

  • Plan store layouts or design displays.

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

  • 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.

  • 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.

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

  • 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.

  • Prepare staff work schedules and assign specific duties.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles