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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

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

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

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

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

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

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

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

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

  • Recommend new equipment or software packages.

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

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

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

Technologies & Software

  • Devin (Cognition AI)
  • OpenAI ChatGPT
  • Time sharing option TSO software
  • Shell script
  • UNIX
  • Embarcadero JBuilder
  • YouTube
  • Component object model COM software
  • Computer aided design and drafting CADD software
  • J
  • Requirements management software
  • SAP NetWeaver BW
  • Red Hat OpenShift
  • Security testing software
  • Functional testing software
  • Common business oriented language COBOL
  • JUnit
  • Microsoft Azure software
  • Medical condition coding software
  • Microsoft Windows
  • Cost estimating software
  • Microsoft Visio
  • Wireshark
  • Supervisory control and data acquisition SCADA software
  • Perforce Helix software
  • Oracle PL/SQL
  • Recovery testing software
  • Selenium
  • Adobe Acrobat
  • Structured query language SQL
  • Microsoft SQL Server Integration Services SSIS
  • Hypertext markup language HTML
  • Qwen (Alibaba)
  • Swift
  • GitHub Copilot
  • Oracle Fusion Applications
  • Interoperability testing software
  • Oracle WebLogic Server
  • Microsoft Excel
  • Microsoft Visual FoxPro
  • KornShell
  • ChatGPT (OpenAI)
  • Oracle JavaServer Pages JSP
  • Blink
  • Oracle PeopleSoft
  • Microsoft Dynamics GP
  • Cisco Systems CiscoWorks
  • Business intelligence system software
  • Google Angular
  • Diagramming software
  • Symantec pcAnywhere
  • C
  • Go
  • Microsoft SQL Server
  • Backbone.js
  • NortonLifeLock cybersecurity software
  • Scala
  • HyperSpace
  • Adobe Flex
  • Microsoft Windows Server
  • Veritas NetBackup
  • Adobe Illustrator
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Operating system software
  • Blackbaud The Raiser's Edge
  • Blackboard software
  • Distributed component object model DCOM software
  • Amazon Elastic Compute Cloud EC2
  • IBM DB2
  • Amazon Simple Storage Service S3
  • JavaScript
  • Oracle Fusion Middleware
  • Spring Framework
  • Help desk software
  • Healthcare common procedure coding system HCPCS
  • ServiceNow
  • SAP Business Objects
  • PHP
  • Smalltalk
  • C++
  • Migration testing software
  • Sun Microsystems Sun ONE
  • Apache Hadoop
  • Dassault Systemes CATIA
  • Microsoft Visual Basic.NET
  • SAP Crystal Reports
  • Microsoft SharePoint
  • Adobe Photoshop
  • R
  • Oracle Master Data Management MDM Suite
  • IBM Domino
  • Hibernate ORM
  • Oracle Application Server
  • Enterprise JavaBeans
  • Virtual private networking VPN software
  • Tableau
  • Apache Cassandra
  • IBM Rational Rose XDE
  • Load testing software
  • McAfee
  • Microsoft PowerShell
  • Ansible software
  • Microsoft Visual Studio
  • C#
  • SAP Adaptive Server Enterprise
  • Apache Hive
  • Oracle Cloud software
  • SAP BusinessObjects Desktop Intelligence
  • Rapide
  • Apache Groovy
  • JavaScript Object Notation JSON
  • IBM Rational ClearCase
  • OrCAD Capture
  • Automated installation software
  • Oracle E-Business Suite Financials
  • Eiffel
  • Cisco Webex
  • Microsoft PowerPoint
  • Cursor AI
  • GitHub
  • Network intrusion prevention systems NIPS
  • Bash
  • Unified modeling language UML
  • Perl
  • National Instruments LabVIEW
  • Oracle Java
  • Database software
  • Tabnine
  • Microsoft Visual C# .NET
  • Ruby on Rails
  • Microsoft ActiveX
  • Python
  • Verilog
  • Apache Solr
  • Slack
  • Amazon Redshift
  • Oracle Database
  • Oracle Taleo
  • Stac Software ReachOut
  • LexisNexis
  • Splunk Enterprise
  • SAS
  • Medical procedure coding software
  • Informatica Corporation PowerCenter
  • Slido interaction software
  • SAP NetWeaver
  • Microsoft ASP.NET
  • Apache Subversion SVN
  • Nova (Amazon)
  • Version control software
  • Human resource management software HRMS
  • Microsoft Team Foundation Server
  • Google Antigravity
  • Lovable.dev
  • Atlassian Confluence
  • Oracle Business Intelligence Enterprise Edition
  • Red Hat Enterprise Linux
  • Adobe ColdFusion
  • Marketo Marketing Automation
  • Test design software
  • Job control language JCL
  • Epic Systems
  • Ruby
  • 3M Post-it App
  • Oracle JDBC
  • Personal computer diagnostic software
  • Apache Maven
  • Microsoft Office software
  • Static analysis software
  • v0 by Vercel
  • Salesforce software
  • Extensible markup language XML
  • Oracle SQL Developer
  • Atlassian Bamboo
  • LAMP Stack
  • MicroStrategy
  • IBM Cognos Impromptu
  • Voice over internet protocol VoIP system software
  • IBM Rational PurifyPlus
  • IBM Power Systems software
  • SAP ERP
  • Microsoft Outlook
  • Nagios
  • Systems and application deployment and migration software
  • Amazon Web Services AWS CloudFormation
  • Regression testing software
  • Architecture description language ADL
  • Adobe Dreamweaver
  • Microsoft .NET Framework
  • Tax software
  • Teradata Database
  • Docker
  • FileMaker Pro
  • Oracle Business Intelligence Suite
  • VMware
  • Mistral (Mistral AI)
  • Patch and update management software
  • Node.js
  • Chef
  • Google Docs
  • Apache Ant
  • Software asset management SAM software
  • AJAX
  • Delphi Technology
  • Microsoft Project
  • Element management software
  • Integration testing software
  • Oracle PeopleSoft Financials
  • Llama (Meta)
  • React
  • Microsoft Visual Basic
  • PostgreSQL
  • Active directory software
  • Spring Boot
  • IBM Notes
  • ESRI ArcGIS software
  • Microsoft Power BI
  • Google Analytics
  • Minitab
  • Application management software
  • CrossTec NetOp Remote Control
  • UNIX Shell
  • Apache Struts
  • Skype
  • Microsoft Dynamics
  • AcmeStudio
  • Stress testing software
  • Remote control software
  • Django
  • Apache Spark
  • Software distribution software
  • IBM Rational ClearQuest
  • Compatibility testing software
  • Oracle JD Edwards EnterpriseOne
  • Red Hat WildFly
  • IBM SPSS Statistics
  • Apache Tomcat
  • Microsoft Exchange
  • Bolt.new
  • SAP Master Data Management MDM
  • Microsoft Visual Basic Scripting Edition VBScript
  • Apache Kafka
  • StataCorp Stata
  • Linux
  • Microsoft ASP.NET Core MVC
  • Virus scanning software
  • Objective C
  • Drupal
  • jQuery
  • Microsoft SQL Server Reporting Services SSRS
  • Transact-SQL
  • Apache HTTP Server
  • Oracle Primavera Enterprise Project Portfolio Management
  • Oracle Eloqua
  • Dynamic analysis software
  • Eclipse IDE
  • Grok (xAI)
  • ADP Workforce Now
  • Gemini Code Assist
  • Salesforce Visualforce
  • Mistral AI (chat/models)
  • Qlik Tech QlikView
  • SAP software
  • Flow chart software
  • Geographic information system GIS software
  • NetSuite ERP
  • Formula translation/translator FORTRAN
  • Amazon Web Services AWS software
  • Jupyter Notebook
  • Microsoft Internet Information Services (IIS)
  • Microsoft Access
  • Ada
  • Fund accounting software
  • Data conversion software
  • Hewlett Packard LoadRunner
  • Quest Erwin Data Modeler
  • Gemini (Google)
  • Unit testing software
  • Electronic design automation EDA software
  • Apple macOS
  • Customer information control system CICS
  • Dynamic hypertext markup language DHTML
  • Puppet
  • Usability testing software
  • Codeium
  • Atlassian JIRA
  • Extensible hypertext markup language XHTML
  • System and data disaster recovery software
  • Microsoft Visual Basic for Applications VBA
  • IBM InfoSphere DataStage
  • Relational database management software
  • Popkin System Architect
  • Mutation testing software
  • Citrix cloud computing software
  • System testing software
  • InstallShield
  • Amazon DynamoDB
  • Microsoft Active Server Pages ASP
  • MEDITECH software
  • DeepSeek
  • Microsoft Word
  • Amazon CodeWhisperer
  • Wise Solutions Wise for Windows Installer
  • Microsoft Teams
  • Adobe ActionScript
  • Omni Group OmniGraffle
  • WebFOCUS
  • Cascading style sheets CSS
  • Test implementation software
  • The MathWorks MATLAB
  • Kimi (Moonshot AI)
  • Structure prediction software
  • Elasticsearch
  • Symantec Visual Cafe
  • Defect tracking software
  • MySQL
  • Claude (Anthropic)
  • Hewlett Packard HP-UX
  • Web server software
  • Oracle Hyperion
  • Snort
  • Microsoft Publisher
  • Git
  • Apache Pig
  • Oracle Solaris
  • Hierarchical simulation program with integrated circuit emphasis HSPICE
  • NoSQL
  • IBM WebSphere
  • Ext JS
  • Perplexity AI
  • Access management software
  • Advanced business application programming ABAP
  • Ubuntu
  • MongoDB
  • Integrated development environment IDE software
  • SpectraQuest
  • Notebook computers
  • Desktop computers
  • Mainframe computers
  • Personal digital assistants PDA

Alternative Job Titles