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Automation Risk Analysis

Will “Street Commissioner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #195 of 702. Estimated risk: 16.0%

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AI Exposure Risk

55%

“Street Commissioner” 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%

“Street Commissioner” 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

  • Plan store layouts or design displays.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Prepare staff work schedules and assign specific duties.

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

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

Technologies & Software

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

Alternative Job Titles