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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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

  • Recommend new equipment or software packages.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles