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Automation Risk Analysis

Will “District Wire Chief” be Automated?

Historical Context: Oxford Study (2013)

Ranked #195 of 702. Estimated risk: 16.0%

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AI Exposure Risk

55%

“District Wire Chief” 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 Wire Chief” 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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Prepare staff work schedules and assign specific duties.

  • 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.

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  • ActionWare
  • Microsoft OneNote
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  • Sage MAS 500
  • LSA Visual Easy Lean
  • Act!
  • IBM Notes
  • LexisNexis
  • Kronos Workforce Payroll
  • Qwen (Alibaba)
  • Microsoft Windows
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  • Apple macOS
  • Job control language JCL
  • Slack
  • Delphi Technology
  • Google Docs
  • Napkin AI
  • Oracle Business Intelligence Enterprise Edition
  • YouTube
  • Microsoft Office software
  • ADP Workforce Now
  • Dropbox
  • MicroStrategy
  • Human resources software
  • Flipgrid
  • Google Ads
  • McAfee
  • NetSuite NetCRM
  • Extensible markup language XML
  • IBM SPSS Statistics
  • Microsoft Project
  • Structured query language SQL
  • Payroll software
  • Sugar CRM
  • PostgreSQL
  • Atlassian JIRA
  • InnQuest Software roomMaster
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  • SeaMonkey
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  • Mistral (Mistral AI)
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  • Blackbaud The Raiser's Edge
  • Quest Erwin Data Modeler
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  • Oracle Database
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  • HEAT Software GoldMine
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  • Maximizer Software Maximizer Enterprise
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  • Screencastify
  • CNC Mastercam
  • Salesforce software
  • Eko
  • SAP Crystal Reports
  • Database software
  • Oracle Eloqua
  • SAP software
  • Microsoft Excel
  • Customer information control system CICS
  • Tableau
  • Microsoft Dynamics
  • Datawatch Monarch
  • Oracle Hyperion
  • Social media sites
  • Microsoft SQL Server
  • StataCorp Stata
  • Grok (xAI)
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  • R
  • The MathWorks MATLAB
  • Microsoft PowerPoint
  • Human resource management software HRMS
  • Adobe Acrobat
  • Adobe Photoshop
  • Mozilla Firefox
  • Apache Hadoop
  • Autodesk AutoCAD
  • Facebook
  • Claude (Anthropic)
  • Savant MobileRanger
  • Inventory management software
  • Personnel scheduling software
  • Sage 50 Accounting
  • Microsoft Visual Basic for Applications VBA
  • Teradata Database
  • Microsoft Access
  • Medical condition coding software
  • Gemini for Workspace
  • IBM Domino
  • Amazon Web Services AWS software
  • Computer aided manufacturing CAM software
  • Siemens NX
  • IBM Power Systems software
  • Google Analytics
  • Oracle Taleo
  • ChatGPT (OpenAI)
  • Geographic information system GIS software
  • Microsoft Copilot
  • Splunk Enterprise
  • Oracle E-Business Suite Financials
  • Realization Streamliner
  • NetSuite ERP
  • Oracle Solaris
  • Dynamic Energy Systems MedAct
  • Salesforce.com Salesforce CRM
  • Adobe Creative Cloud software
  • vtiger CRM
  • Oracle Fusion Applications
  • Deacom ERP
  • Oracle Primavera Enterprise Project Portfolio Management
  • Microsoft Word
  • Evernote
  • Supervisory control and data acquisition SCADA software
  • Mozilla Thunderbird
  • Microsoft Visual Basic
  • Marketo Marketing Automation
  • Minitab
  • Citrix cloud computing software
  • Microsoft SharePoint
  • Perplexity AI
  • Point of sale POS systems
  • Spectrometers
  • Profilometers
  • Computer scanners
  • Humidity test chambers
  • Surveillance cameras
  • Laptop computers
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  • Magnetic card readers
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  • Cell phones
  • Photocopying equipment
  • Handtrucks
  • Desktop computers
  • Digital cameras
  • 10-key calculators

Alternative Job Titles