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Automation Risk Analysis

Will “Substation Superintendent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #195 of 702. Estimated risk: 16.0%

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AI Exposure Risk

55%

“Substation Superintendent” 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%

“Substation Superintendent” 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.

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

  • 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.

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

  • Prepare staff work schedules and assign specific duties.

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

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

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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  • Yardi software
  • Maximizer Software Maximizer Enterprise
  • Siemens NX
  • Tableau
  • Savant MobileRanger
  • Marketo Marketing Automation
  • IBM Power Systems software
  • Oracle Solaris
  • Microsoft Access
  • Human resources software
  • Qlik Tech QlikView
  • Qwen (Alibaba)
  • Google Drive
  • Microsoft Internet Explorer
  • LexisNexis
  • Datawatch Monarch
  • Salesforce software
  • Flipgrid
  • SAP Business Objects
  • Avidian Technologies Prophet
  • Microsoft Copilot
  • Amazon Web Services AWS software
  • R
  • Dropbox
  • YouTube
  • Gemini (Google)
  • Mozilla Thunderbird
  • Kronos Workforce Payroll
  • Software on Sailboats Desktop Sales Manager
  • CNC Mastercam
  • Google Analytics
  • Oracle JD Edwards EnterpriseOne
  • Atlassian JIRA
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  • IBM Notes
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  • Notion AI
  • Motion (AI Scheduler)
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  • Gemini for Workspace
  • SAS
  • Intuit QuickBooks
  • Inventory management software
  • Apple Final Cut Pro
  • Puppet
  • Apple Keynote
  • Mozilla Firefox
  • Microsoft Visual Basic
  • HEAT Software GoldMine
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  • Teradata Database
  • IBM InfoSphere DataStage
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  • Microsoft PowerPoint
  • SAP Crystal Reports
  • HubSpot software
  • Kronos Workforce Timekeeper
  • Microsoft Exchange
  • Microsoft SharePoint
  • Microsoft Windows
  • Microsoft Publisher
  • Realization Streamliner
  • Payroll software
  • Microsoft Office software
  • McAfee
  • Extensible markup language XML
  • Blackboard software
  • SAP software
  • Fund accounting software
  • Google Ads
  • Atlassian Confluence
  • Oracle E-Business Suite Financials
  • Personnel scheduling software
  • NetSuite ERP
  • Shell script
  • Mistral (Mistral AI)
  • Calendar and scheduling software
  • PostgreSQL
  • Otter.ai
  • Slack
  • Structured query language SQL
  • Oracle Hyperion
  • Adobe Creative Cloud software
  • Airtable
  • Screencastify
  • Nagios
  • Microsoft Outlook
  • Adobe Photoshop
  • Oracle Primavera Enterprise Project Portfolio Management
  • GroupMe
  • Oracle Fusion Applications
  • vtiger CRM
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  • MicroStrategy
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  • Splunk Enterprise
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  • Oracle PeopleSoft
  • Grok (xAI)
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  • LSA Visual Easy Lean
  • ActionWare
  • Minitab
  • Computer aided manufacturing CAM software
  • LinkedIn
  • Napkin AI
  • IBM SPSS Statistics
  • Database software
  • Microsoft Visio
  • Microsoft OneNote
  • Microsoft Excel
  • Microsoft Project
  • Blackbaud The Raiser's Edge
  • Fireflies.ai
  • Customer information control system CICS
  • Google Slides
  • Google Docs
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  • Sage 50 Accounting
  • NetSuite NetCRM
  • Tax software
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  • Oracle Database
  • Job control language JCL
  • IBM Domino
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  • Microsoft Word
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  • Desktop computers
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  • Handtrucks
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Alternative Job Titles