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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.

  • 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.

  • Prepare staff work schedules and assign specific duties.

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

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

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

  • Plan store layouts or design displays.

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles