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Automation Risk Analysis

Will “Technology Analyst” be Automated?

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AI Exposure Risk

55%

“Technology Analyst” 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

40%

“Technology Analyst” 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 40% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Systems Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.

Avg. Annual Salary $111,960
Avg. Hourly Wage $53.83
Available Jobs (US) 497,800
Job Title & Hierarchy Code (SOC) Computer Systems Analysts #15-1211
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Systems Analysts”

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Core Skills & Abilities

  • Determine computer software or hardware needed to set up or alter systems.

  • Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.

  • Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.

  • Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.

  • Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.

  • Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.

  • Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.

  • Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.

  • Expand or modify system to serve new purposes or improve work flow.

  • Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.

  • Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.

  • Train staff and users to work with computer systems and programs.

  • Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.

  • Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.

  • Assess the usefulness of pre-developed application packages and adapt them to a user environment.

  • Consult with management to ensure agreement on system principles.

  • Specify inputs accessed by the system and plan the distribution and use of the results.

  • Develop, document, and revise system design procedures, test procedures, and quality standards.

  • Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.

  • Recommend new equipment or software packages.

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  • Google Angular
  • Mistral AI (chat/models)
  • Blackbaud The Raiser's Edge
  • Google Analytics
  • Automated installation software
  • Adobe Dreamweaver
  • PostgreSQL
  • Apache Hive
  • Qlik Tech QlikView
  • Microsoft .NET Framework
  • Microsoft Exchange
  • Microsoft SQL Server
  • Relational database management software
  • MySQL
  • Google Antigravity
  • 3M Post-it App
  • Time sharing option TSO software
  • Dassault Systemes CATIA
  • Microsoft SQL Server Integration Services SSIS
  • Apache Groovy
  • SAP NetWeaver
  • Unit testing software
  • Grok (xAI)
  • Rapide
  • Oracle JDBC
  • Apache Ant
  • SAP Master Data Management MDM
  • Delphi Technology
  • Dynamic hypertext markup language DHTML
  • Verilog
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Usability testing software
  • CrossTec NetOp Remote Control
  • Apache Cassandra
  • Adobe Photoshop
  • Smalltalk
  • ADP Workforce Now
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  • Cursor AI
  • Common business oriented language COBOL
  • Hibernate ORM
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  • Element management software
  • Stac Software ReachOut
  • Git
  • NetSuite ERP
  • Microsoft Project
  • Systems and application deployment and migration software
  • Voice over internet protocol VoIP system software
  • Test design software
  • Claude (Anthropic)
  • Oracle Database
  • Ruby on Rails
  • Snort
  • Microsoft ActiveX
  • Microsoft Visual Basic.NET
  • Hypertext markup language HTML
  • Stress testing software
  • Regression testing software
  • Oracle Application Server
  • Spring Boot
  • Microsoft Windows Server
  • Eiffel
  • Active directory software
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  • Minitab
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  • Blink
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  • Apache Maven
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  • Mistral (Mistral AI)
  • Microsoft Visual FoxPro
  • Cost estimating software
  • C#
  • Ansible software
  • Adobe Flex
  • Apache Kafka
  • McAfee
  • Slack
  • Oracle Eloqua
  • Microsoft Office software
  • Amazon DynamoDB
  • Integration testing software
  • Microsoft Visual Basic for Applications VBA
  • Network intrusion prevention systems NIPS
  • Oracle Taleo
  • Perforce Helix software
  • Healthcare common procedure coding system HCPCS
  • GitHub
  • LAMP Stack
  • Microsoft Access
  • Objective C
  • Medical procedure coding software
  • Oracle Cloud software
  • R
  • Microsoft Visio
  • Quest Erwin Data Modeler
  • Apache Spark
  • C
  • Oracle E-Business Suite Financials
  • Microsoft Visual Basic
  • Ruby
  • Hewlett Packard HP-UX
  • Tableau
  • UNIX
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  • Oracle Business Intelligence Suite
  • AcmeStudio
  • Microsoft Active Server Pages ASP
  • Ada
  • Google Docs
  • Wise Solutions Wise for Windows Installer
  • Llama (Meta)
  • Red Hat OpenShift
  • Geographic information system GIS software
  • C++
  • Microsoft Dynamics GP
  • Apple macOS
  • Epic Systems
  • WebFOCUS
  • Ubuntu
  • Red Hat WildFly
  • Job control language JCL
  • Microsoft Internet Information Services (IIS)
  • IBM SPSS Statistics
  • IBM Cognos Impromptu
  • Microsoft Publisher
  • Gemini Code Assist
  • Go
  • Atlassian Bamboo
  • Omni Group OmniGraffle
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  • National Instruments LabVIEW
  • System testing software
  • Supervisory control and data acquisition SCADA software
  • Remote control software
  • v0 by Vercel
  • Veritas NetBackup
  • Puppet
  • Oracle Master Data Management MDM Suite
  • Linux
  • Microsoft Power BI
  • Oracle WebLogic Server
  • Oracle JD Edwards EnterpriseOne
  • IBM Notes
  • React
  • Test implementation software
  • Apache Hadoop
  • PHP
  • Atlassian Confluence
  • Node.js
  • Diagramming software
  • Wireshark
  • SAP BusinessObjects Desktop Intelligence
  • Salesforce software
  • Adobe ActionScript
  • Application management software
  • SAP NetWeaver BW
  • Amazon Simple Storage Service S3
  • Extensible hypertext markup language XHTML
  • Ext JS
  • Amazon Redshift
  • Business intelligence system software
  • Recovery testing software
  • Microsoft Word
  • Oracle PeopleSoft
  • Microsoft SharePoint
  • Microsoft Visual Studio
  • Software distribution software
  • InstallShield
  • Apache Tomcat
  • IBM DB2
  • Slido interaction software
  • MicroStrategy
  • Distributed component object model DCOM software
  • The MathWorks MATLAB
  • Eclipse IDE
  • MongoDB
  • Transact-SQL
  • Help desk software
  • Amazon CodeWhisperer
  • System and data disaster recovery software
  • Citrix cloud computing software
  • Virus scanning software
  • Hewlett Packard LoadRunner
  • Dynamic analysis software
  • jQuery
  • SAP Business Objects
  • OrCAD Capture
  • NoSQL
  • Tax software
  • Adobe ColdFusion
  • Cascading style sheets CSS
  • ChatGPT (OpenAI)
  • Interoperability testing software
  • SAP ERP
  • Unified modeling language UML
  • Operating system software
  • J
  • VMware
  • Microsoft Azure software
  • Virtual private networking VPN software
  • Personal computer diagnostic software
  • Architecture description language ADL
  • Extensible markup language XML
  • Enterprise JavaBeans
  • Microsoft PowerShell
  • Python
  • Structure prediction software
  • Perl
  • Integrated development environment IDE software
  • Scala
  • Symantec pcAnywhere
  • Informatica Corporation PowerCenter
  • Microsoft ASP.NET
  • Oracle Solaris
  • SAP Crystal Reports
  • Migration testing software
  • Structured query language SQL
  • Oracle Business Intelligence Enterprise Edition
  • Symantec Visual Cafe
  • UNIX Shell
  • Nova (Amazon)
  • Microsoft ASP.NET Core MVC
  • Perplexity AI
  • StataCorp Stata
  • Apache Pig
  • Embarcadero JBuilder
  • OpenAI ChatGPT
  • ServiceNow
  • Amazon Web Services AWS CloudFormation
  • MEDITECH software
  • Cisco Webex
  • Functional testing software
  • Web server software
  • Django
  • LexisNexis
  • Apache HTTP Server
  • IBM Rational PurifyPlus
  • Compatibility testing software
  • IBM WebSphere
  • Swift
  • Selenium
  • Oracle Hyperion
  • IBM Rational ClearQuest
  • Amazon Web Services AWS software
  • Mutation testing software
  • Oracle JavaServer Pages JSP
  • Flow chart software
  • Splunk Enterprise
  • ESRI ArcGIS software
  • HyperSpace
  • Formula translation/translator FORTRAN
  • Drupal
  • Component object model COM software
  • Version control software
  • Oracle Fusion Middleware
  • Apache Solr
  • GitHub Copilot
  • Elasticsearch
  • Human resource management software HRMS
  • SAP Adaptive Server Enterprise
  • IBM Domino
  • Skype
  • IBM Rational Rose XDE
  • Advanced business application programming ABAP
  • Microsoft SQL Server Reporting Services SSRS
  • IBM Power Systems software
  • Oracle PeopleSoft Financials
  • Gemini (Google)
  • Patch and update management software
  • Shell script
  • Adobe Acrobat
  • FileMaker Pro
  • Microsoft Windows
  • SAS
  • Oracle Java
  • Oracle PL/SQL
  • Cisco Systems CiscoWorks
  • Docker
  • KornShell
  • IBM Rational ClearCase
  • Bash
  • Bolt.new
  • Nagios
  • Backbone.js
  • Oracle SQL Developer
  • Microsoft Visual Basic Scripting Edition VBScript
  • JavaScript Object Notation JSON
  • Hierarchical simulation program with integrated circuit emphasis HSPICE
  • Teradata Database
  • Microsoft Visual C# .NET
  • Tabnine
  • Popkin System Architect
  • JavaScript
  • Jupyter Notebook
  • Salesforce Visualforce
  • Microsoft Outlook
  • Adobe Illustrator
  • Database software
  • Microsoft Excel
  • Chef
  • Access management software
  • Codeium
  • Sun Microsystems Sun ONE
  • Atlassian JIRA
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  • Load testing software
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  • SAP software
  • Microsoft PowerPoint
  • Blackboard software
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Alternative Job Titles