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Automation Risk Analysis

Will “Software Analyst” be Automated?

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AI Exposure Risk

55%

“Software 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%

“Software 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

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

  • 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.

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

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

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

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

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

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

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

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

  • Recommend new equipment or software packages.

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

  • 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.

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

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

  • Consult with management to ensure agreement on system principles.

Technologies & Software

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

Alternative Job Titles