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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.

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

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

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

  • Plan store layouts or design displays.

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

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

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

  • 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.

  • Prepare staff work schedules and assign specific duties.

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

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

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

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

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

Technologies & Software

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  • Structured query language SQL
  • Kimi (Moonshot AI)
  • Quest Erwin Data Modeler
  • Autodesk AutoCAD
  • Microsoft Office software
  • Extensible markup language XML
  • Microsoft Dynamics GP
  • Kronos Workforce Payroll
  • LSA Visual Easy Lean
  • Geographic information system GIS software
  • Oracle Hyperion
  • Adobe Photoshop
  • Apache Hadoop
  • Shell script
  • SeaMonkey
  • AMG Teleran SalesInSync
  • IBM Notes
  • Microsoft Access
  • NetSuite NetCRM
  • Citrix cloud computing software
  • Oracle Taleo
  • MicroStrategy
  • Sage MAS 500
  • Social media sites
  • LinkedIn
  • Flipgrid
  • Oracle Eloqua
  • Oracle JD Edwards EnterpriseOne
  • Fund accounting software
  • LexisNexis
  • Marketo Marketing Automation
  • ADP Workforce Now
  • Microsoft Outlook
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  • Calendar and scheduling software
  • Qwen (Alibaba)
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  • Inventory management software
  • Oracle E-Business Suite Financials
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  • SAP software
  • Dynamic Energy Systems MedAct
  • Nagios
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  • PostgreSQL
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  • IBM Domino
  • Salesforce.com Salesforce CRM
  • ActionWare
  • Otter.ai
  • Realization Streamliner
  • Microsoft Windows
  • Supervisory control and data acquisition SCADA software
  • Intuit QuickBooks
  • HEAT Software GoldMine
  • Oracle Fusion Applications
  • Payroll software
  • HubSpot software
  • ChatGPT (OpenAI)
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  • Database software
  • Slack
  • Gemini for Workspace
  • Microsoft Visual Basic for Applications VBA
  • Adobe Creative Cloud software
  • Dropbox
  • Microsoft OneNote
  • Microsoft Copilot
  • Amazon Web Services AWS software
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  • Mozilla Thunderbird
  • Mozilla Firefox
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  • Maximizer Software Maximizer Enterprise
  • Adobe Acrobat
  • Oracle Business Intelligence Enterprise Edition
  • FileMaker Pro
  • Oracle Solaris
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  • Human resource management software HRMS
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  • Microsoft Internet Explorer
  • Teradata Database
  • Evernote
  • Google Slides
  • Microsoft Word
  • Software on Sailboats Desktop Sales Manager
  • Avidian Technologies Prophet
  • Google Ads
  • Human resources software
  • Delphi Technology
  • GroupMe
  • Google Docs
  • Deacom ERP
  • DeepSeek
  • CNC Mastercam
  • Microsoft PowerPoint
  • Apple Final Cut Pro
  • Datawatch Monarch
  • Yardi software
  • Tableau
  • NetSuite ERP
  • SAP Crystal Reports
  • Microsoft Visual Basic
  • Minitab
  • Job control language JCL
  • The MathWorks MATLAB
  • Microsoft Excel
  • Oracle PeopleSoft Financials
  • Atlassian Confluence
  • Act!
  • SAP Business Objects
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  • Desktop computers
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  • Computer scanners
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  • Laptop computers
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  • Magnetic card readers
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  • Digital cameras
  • Surveillance cameras
  • Photocopying equipment
  • Vacuum test chambers

Alternative Job Titles