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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

  • 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.

  • 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 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.

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

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

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

  • 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.

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

  • Plan store layouts or design displays.

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

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

  • Prepare staff work schedules and assign specific duties.

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

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

Technologies & Software

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

Alternative Job Titles