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Automation Risk Analysis

Will “District Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #195 of 702. Estimated risk: 16.0%

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AI Exposure Risk

55%

“District 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%

“District 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.

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

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

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

  • Prepare staff work schedules and assign specific duties.

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

  • 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.

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

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

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

  • Plan store layouts or design displays.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles