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Automation Risk Analysis

Will “IT Generalist (Information Technology Generalist)” be Automated?

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AI Exposure Risk

60%

“IT Generalist (Information Technology Generalist)” 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

46%

“IT Generalist (Information Technology Generalist)” 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 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer User Support Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide technical assistance to computer users. Answer questions or resolve computer problems for clients in person, via telephone, or electronically. May provide assistance concerning the use of computer hardware and software, including printing, installation, word processing, electronic mail, and operating systems.

Avg. Annual Salary $64,990
Avg. Hourly Wage $31.25
Available Jobs (US) 697,210
Job Title & Hierarchy Code (SOC) Computer User Support Specialists #15-1232
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer User Support Specialists”

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Core Skills & Abilities

  • Set up equipment for employee use, performing or ensuring proper installation of cables, operating systems, or appropriate software.

  • Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.

  • Hire, supervise, and direct workers engaged in special project work, problem-solving, monitoring, and installation of data communication equipment and software.

  • Conduct office automation feasibility studies, including workflow analysis, space design, or cost comparison analysis.

  • Refer major hardware or software problems or defective products to vendors or technicians for service.

  • Prepare evaluations of software or hardware, and recommend improvements or upgrades.

  • Install and perform minor repairs to hardware, software, or peripheral equipment, following design or installation specifications.

  • Modify and customize commercial programs for internal needs.

  • Answer user inquiries regarding computer software or hardware operation to resolve problems.

  • Oversee the daily performance of computer systems.

  • Read trade magazines and technical manuals, or attend conferences and seminars to maintain knowledge of hardware and software.

  • Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.

  • Develop training materials and procedures, or train users in the proper use of hardware or software.

  • Confer with staff, users, and management to establish requirements for new systems or modifications.

  • Inspect equipment and read order sheets to prepare for delivery to users.

  • Enter commands and observe system functioning to verify correct operations and detect errors.

Technologies & Software

  • Adobe Creative Cloud software
  • Microsoft Visual Basic for Applications VBA
  • Bash
  • Oracle Fusion Middleware
  • Patch management software
  • Extensible hypertext markup language XHTML
  • KornShell
  • IBM Domino
  • Microsoft Excel
  • Amazon Redshift
  • Oracle Primavera Enterprise Project Portfolio Management
  • Nearpod
  • Oracle WebLogic Server
  • Adobe Photoshop
  • Claude (Anthropic)
  • SAP Business Objects
  • Oracle Fusion Applications
  • Node.js
  • Teradata Database
  • UNIX Shell
  • Apple iOS
  • Bolt.new
  • Python
  • Tax software
  • Job control language JCL
  • Information systems integration software
  • Microsoft .NET Framework
  • Ansible software
  • Hypertext markup language HTML
  • Chef
  • Delphi Technology
  • IBM Power Systems software
  • Adobe ActionScript
  • GitHub Copilot
  • iPro
  • Nova (Amazon)
  • Marketo Marketing Automation
  • Oracle Taleo
  • National Instruments LabVIEW
  • Sage 50 Accounting
  • SAP Crystal Reports
  • Puppet
  • Nagios
  • Microsoft Visio
  • Relational database management software
  • Cascading style sheets CSS
  • Spring Boot
  • Integrated development environment IDE software
  • Microsoft Windows Server
  • JUnit
  • Apple macOS
  • Yardi software
  • Llama (Meta)
  • Dassault Systemes CATIA
  • Firewall software
  • Transact-SQL
  • Virus scanning software
  • AJAX
  • NetSuite ERP
  • Apache Hadoop
  • Swift
  • Oracle Solaris
  • Apache Cassandra
  • Microsoft SQL Server Integration Services SSIS
  • MicroStrategy
  • License management software
  • MongoDB
  • Autodesk AutoCAD
  • IBM WebSphere
  • Salesforce software
  • Help desk software
  • Google Android
  • Atlassian Bamboo
  • Microsoft Visual Basic Scripting Edition VBScript
  • Veritas NetBackup
  • Voice over internet protocol VoIP system software
  • Stac Software ReachOut
  • Google Classroom
  • Automated installation software
  • Human resource management software HRMS
  • MEDITECH software
  • Autodesk Revit
  • Element management software
  • Google Angular
  • Personal computer diagnostic software
  • Qwen (Alibaba)
  • VMware
  • Database software
  • Geographic information system GIS software
  • Apache Subversion SVN
  • Epic Systems
  • SmugMug Flickr
  • Data entry software
  • v0 by Vercel
  • jQuery
  • Internet browser software
  • Shell script
  • Advanced business application programming ABAP
  • Ubuntu
  • Gemini (Google)
  • Microsoft SQL Server
  • Extensible markup language XML
  • NoSQL
  • Oracle Business Intelligence Enterprise Edition
  • Kimi (Moonshot AI)
  • Oracle Hyperion
  • Grok (xAI)
  • Blackboard software
  • Eclipse IDE
  • MySQL
  • Microsoft Windows Pre-installation Environment
  • Bentley MicroStation
  • Customer information control system CICS
  • Atlassian JIRA
  • Citrix cloud computing software
  • C
  • StataCorp Stata
  • Blink
  • Apache Kafka
  • Virtual private networking VPN software
  • Migration software
  • LAMP Stack
  • Mac HelpMate
  • Cisco IOS
  • Elasticsearch
  • Adobe Acrobat
  • Microsoft Office software
  • Lucid IQ CMP
  • Ruby on Rails
  • ParentSquare
  • Dassault Systemes SolidWorks
  • Schoology
  • Amazon CodeWhisperer
  • Active directory software
  • Apache Tomcat
  • Dynamic hypertext markup language DHTML
  • Event log monitor software
  • Drupal
  • Common business oriented language COBOL
  • Oracle Database
  • LexisNexis
  • PostgreSQL
  • Adobe Distiller
  • IBM InfoSphere DataStage
  • Perl
  • Microsoft Dynamics GP
  • Supervisory control and data acquisition SCADA software
  • Flipgrid
  • Microsoft Access
  • Wireshark
  • Microsoft ASP.NET Core MVC
  • Apache Groovy
  • Microsoft Dynamics
  • LogMeIn GoToWebinar
  • C++
  • Mistral AI (chat/models)
  • Enterprise resource planning ERP software
  • Tableau
  • Deployment software
  • Microsoft Active Directory
  • Apache HTTP Server
  • Perplexity AI
  • Salesforce Visualforce
  • Facebook
  • Moodle
  • ESRI ArcGIS software
  • Software asset management SAM software
  • Microsoft Active Server Pages ASP
  • ServiceNow
  • Microsoft ASP.NET
  • Apache Solr
  • Microsoft Publisher
  • Domain name system DNS
  • Oracle PeopleSoft
  • Microsoft Visual Studio
  • Apache Pig
  • Oracle JDBC
  • Microsoft Visual Basic
  • Perforce Helix software
  • DeepSeek
  • Google Meet
  • Qlik Tech QlikView
  • SAP software
  • Oracle JavaServer Pages JSP
  • Django
  • Hewlett Packard LoadRunner
  • Red Hat WildFly
  • Calendar and scheduling software
  • Zoom
  • Adobe Dreamweaver
  • Microsoft Outlook
  • Objective C
  • Apache Struts
  • Git
  • The MathWorks MATLAB
  • Call center software
  • Microsoft Windows
  • Oracle Java
  • FileMaker Pro
  • Atlassian Confluence
  • Microsoft OneNote
  • Password management software
  • Lovable.dev
  • Symantec LiveState
  • Oracle E-Business Suite Financials
  • C#
  • Slack
  • Enterprise JavaBeans
  • Media storage management software
  • UNIX
  • IBM Notes
  • Disaster recovery software
  • Structured query language SQL
  • Operating system software
  • Apple Final Cut Pro
  • CrossTec NetOp Remote Control
  • Spring Framework
  • Operating system monitoring software
  • Docker
  • Adobe InDesign
  • LogMeIn GoToMeeting
  • YouTube
  • Linux
  • Seesaw
  • McAfee
  • PHP
  • Skype
  • SolarWinds
  • Oracle PL/SQL
  • Google Sites
  • Microsoft SharePoint
  • Microsoft PowerShell
  • Ruby
  • Apache Maven
  • Trimble SketchUp Pro
  • Desktop partitioning software
  • Splunk Enterprise
  • Microsoft Azure software
  • Microsoft Volume Shadow Copy Service
  • Remote control software
  • Gemini Code Assist
  • Remote install server software
  • Mistral (Mistral AI)
  • Cursor AI
  • Symantec Norton Utilities
  • Encryption software
  • Amazon Web Services AWS software
  • JavaScript
  • Apache Ant
  • Network directory services software
  • JavaScript Object Notation JSON
  • GitHub
  • Microsoft ActiveX
  • Ext JS
  • ChatGPT (OpenAI)
  • Configuration management software
  • Microsoft Project
  • SAS
  • Hibernate ORM
  • Microsoft Exchange
  • Microsoft Word
  • Tabnine
  • Unified modeling language UML
  • 3M Post-it App
  • Hewlett Packard HP-UX
  • Codeium
  • Symantec pcAnywhere
  • Dartware InterMapper
  • Defect tracking software
  • Quest Erwin Data Modeler
  • Microsoft PowerPoint
  • Oracle JD Edwards EnterpriseOne
  • Dropbox
  • Google Antigravity
  • Microsoft SQL Server Reporting Services SSRS
  • Microsoft Teams
  • Adobe Illustrator
  • Google Drive
  • Red Hat Enterprise Linux
  • Fund accounting software
  • Poll Everywhere
  • Google Docs
  • Cisco Webex
  • IBM Cognos Impromptu
  • Devin (Cognition AI)
  • NortonLifeLock cybersecurity software
  • Apache Hive
  • Punchdown tools
  • Redundant array of independent disks RAID systems
  • Power meters
  • Screwdrivers
  • MS-DOS-bootable disks
  • Network analyzers
  • Notebook computers
  • Digital tapes
  • Mainframe computers
  • Desktop computers
  • Reflectometers
  • Wire crimpers
  • Multi-line telephone systems
  • Computer tool kits

Alternative Job Titles