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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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

  • 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.

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

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

  • Plan store layouts or design displays.

Technologies & Software

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

Alternative Job Titles