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Automation Risk Analysis

Will “Publication Director” be Automated?

Historical Context: Oxford Study (2013)

Ranked #195 of 702. Estimated risk: 16.0%

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AI Exposure Risk

55%

“Publication Director” 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%

“Publication Director” 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.

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

  • 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.

  • 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.

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

  • 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.

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

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

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

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

  • 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.

  • Plan store layouts or design displays.

  • Prepare staff work schedules and assign specific duties.

Technologies & Software

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

Alternative Job Titles