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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

  • Prepare staff work schedules and assign specific duties.

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

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

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

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

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

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

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

  • 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.

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

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

  • Plan store layouts or design displays.

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

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

Technologies & Software

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

Alternative Job Titles