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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

  • 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.

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

  • Plan store layouts or design displays.

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

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

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

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

  • 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.

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

  • Prepare staff work schedules and assign specific duties.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles