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Automation Risk Analysis

Will “Cloud Operations Specialist” be Automated?

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AI Exposure Risk

60%

“Cloud Operations Specialist” 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%

“Cloud Operations Specialist” 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

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

  • Modify and customize commercial programs for internal needs.

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

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

  • Oversee the daily performance of computer systems.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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  • YouTube
  • Remote control software
  • Adobe ActionScript
  • Apache Subversion SVN
  • Dropbox
  • Git
  • Salesforce software
  • Apache Groovy
  • Amazon CodeWhisperer
  • Apple iOS
  • Microsoft Excel
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  • C
  • Blackboard software
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  • GitHub Copilot
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  • GitHub
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  • Microsoft SharePoint
  • Structured query language SQL
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  • Dynamic hypertext markup language DHTML
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  • Microsoft Visio
  • Voice over internet protocol VoIP system software
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  • Shell script
  • C++
  • Apache Cassandra
  • Hypertext markup language HTML
  • Enterprise JavaBeans
  • ParentSquare
  • Deployment software
  • Apple macOS
  • Customer information control system CICS
  • Microsoft Windows Pre-installation Environment
  • Cursor AI
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  • McAfee
  • IBM Power Systems software
  • Oracle Business Intelligence Enterprise Edition
  • Extensible hypertext markup language XHTML
  • Unified modeling language UML
  • Adobe Dreamweaver
  • Patch management software
  • Dartware InterMapper
  • Red Hat WildFly
  • Database software
  • Atlassian JIRA
  • Puppet
  • Microsoft Active Server Pages ASP
  • Sage 50 Accounting
  • PHP
  • Advanced business application programming ABAP
  • Relational database management software
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  • Microsoft Visual Basic
  • Blink
  • Network directory services software
  • KornShell
  • Spring Framework
  • Event log monitor software
  • Ruby on Rails
  • Virus scanning software
  • Tabnine
  • CrossTec NetOp Remote Control
  • Microsoft Visual Studio
  • Microsoft Dynamics GP
  • Red Hat Enterprise Linux
  • Oracle Fusion Middleware
  • Hibernate ORM
  • Epic Systems
  • Apache Maven
  • Kimi (Moonshot AI)
  • Autodesk Revit
  • Oracle PeopleSoft
  • Internet browser software
  • MongoDB
  • Apache Hive
  • AJAX
  • SolarWinds
  • Objective C
  • Oracle PL/SQL
  • Automated installation software
  • Atlassian Bamboo
  • Bentley MicroStation
  • Citrix cloud computing software
  • Spring Boot
  • IBM Cognos Impromptu
  • Apache Pig
  • Amazon Redshift
  • Symantec pcAnywhere
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  • Drupal
  • v0 by Vercel
  • Human resource management software HRMS
  • Adobe Creative Cloud software
  • Hewlett Packard LoadRunner
  • Dassault Systemes SolidWorks
  • Integrated development environment IDE software
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  • Microsoft Word
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  • License management software
  • Adobe Acrobat
  • Oracle WebLogic Server
  • Quest Erwin Data Modeler
  • Adobe Illustrator
  • Information systems integration software
  • Microsoft ASP.NET
  • Disaster recovery software
  • Gemini Code Assist
  • Microsoft Outlook
  • Ruby
  • Apache Struts
  • Moodle
  • Claude (Anthropic)
  • DeepSeek
  • Oracle Solaris
  • Cisco Webex
  • Google Antigravity
  • UNIX
  • C#
  • ServiceNow
  • Google Classroom
  • Lucid IQ CMP
  • Microsoft PowerShell
  • Extensible markup language XML
  • IBM Domino
  • PostgreSQL
  • Software asset management SAM software
  • Geographic information system GIS software
  • StataCorp Stata
  • Slack
  • Facebook
  • Dassault Systemes CATIA
  • Symantec LiveState
  • Ansible software
  • Seesaw
  • Adobe Distiller
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  • NetSuite ERP
  • Symantec Norton Utilities
  • The MathWorks MATLAB
  • Oracle E-Business Suite Financials
  • Apache Hadoop
  • Splunk Enterprise
  • JUnit
  • Apache Solr
  • JavaScript
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  • Google Angular
  • Grok (xAI)
  • Schoology
  • Tableau
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  • Oracle Taleo
  • Mistral (Mistral AI)
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  • jQuery
  • Common business oriented language COBOL
  • Cascading style sheets CSS
  • MEDITECH software
  • Eclipse IDE
  • Microsoft PowerPoint
  • Mac HelpMate
  • Elasticsearch
  • Wireshark
  • Virtual private networking VPN software
  • Personal computer diagnostic software
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  • Mainframe computers
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  • Screwdrivers
  • Desktop computers
  • Computer tool kits
  • Network analyzers
  • Wire crimpers
  • MS-DOS-bootable disks

Alternative Job Titles