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Automation Risk Analysis

Will “Applications Analyst” be Automated?

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AI Exposure Risk

55%

“Applications 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%

“Applications 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.

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

  • Consult with management to ensure agreement on system principles.

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

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

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

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

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

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

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

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

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

  • Recommend new equipment or software packages.

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

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

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

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

  • 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.

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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  • Perplexity AI
  • Microsoft Active Server Pages ASP
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  • Active directory software
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  • Microsoft PowerShell
  • Microsoft Access
  • Adobe Dreamweaver
  • Ubuntu
  • Tabnine
  • Microsoft Publisher
  • Usability testing software
  • Microsoft Project
  • SAP ERP
  • LexisNexis
  • Oracle JDBC
  • Apache Tomcat
  • Minitab
  • Oracle PeopleSoft
  • Cascading style sheets CSS
  • Oracle Taleo
  • NoSQL
  • Security testing software
  • React
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  • IBM Rational PurifyPlus
  • Kimi (Moonshot AI)
  • Cost estimating software
  • ADP Workforce Now
  • ESRI ArcGIS software
  • Formula translation/translator FORTRAN
  • Tableau
  • Apache Groovy
  • Blackbaud The Raiser's Edge
  • Network intrusion prevention systems NIPS
  • Microsoft Word
  • Hewlett Packard LoadRunner
  • Requirements management software
  • MEDITECH software
  • IBM Rational ClearCase
  • Perl
  • Sun Microsystems Sun ONE
  • Oracle JavaServer Pages JSP
  • SpectraQuest
  • Systems and application deployment and migration software
  • Elasticsearch
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • FileMaker Pro
  • Lovable.dev
  • Microsoft Power BI
  • Apache Cassandra
  • Apache Ant
  • Puppet
  • Microsoft Excel
  • Patch and update management software
  • Django
  • Google Angular
  • Objective C
  • Informatica Corporation PowerCenter
  • IBM Domino
  • Amazon CodeWhisperer
  • JUnit
  • PHP
  • Microsoft Internet Information Services (IIS)
  • Medical condition coding software
  • Oracle Master Data Management MDM Suite
  • Apache Pig
  • Blackboard software
  • JavaScript Object Notation JSON
  • Dynamic analysis software
  • Verilog
  • Nagios
  • NetSuite ERP
  • Recovery testing software
  • Slido interaction software
  • Cisco Webex
  • Microsoft Teams
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  • Oracle E-Business Suite Financials
  • Ext JS
  • Spring Boot
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  • Citrix cloud computing software
  • Adobe Flex
  • Apache Maven
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  • Apache Kafka
  • Distributed component object model DCOM software
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  • Application management software
  • Microsoft .NET Framework
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  • Hypertext markup language HTML
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  • Extensible markup language XML
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  • Backbone.js
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  • The MathWorks MATLAB
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  • Adobe Acrobat
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  • Interoperability testing software
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  • Rapide
  • Automated installation software
  • Access management software
  • WebFOCUS
  • Slack
  • Hewlett Packard HP-UX
  • Microsoft Outlook
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  • Microsoft Visual Basic Scripting Edition VBScript
  • Ada
  • Wise Solutions Wise for Windows Installer
  • Skype
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  • Node.js
  • Apache Hadoop
  • Electronic design automation EDA software
  • Quest Erwin Data Modeler
  • Google Antigravity
  • Adobe ActionScript
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  • Spring Framework
  • Ruby
  • Apache Struts
  • Oracle Database
  • Microsoft Visual FoxPro
  • Oracle WebLogic Server
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  • Apache HTTP Server
  • 3M Post-it App
  • Git
  • Oracle Cloud software
  • Chef
  • Migration testing software
  • Amazon Web Services AWS software
  • Smalltalk
  • Microsoft Visual Basic
  • Microsoft Team Foundation Server
  • IBM SPSS Statistics
  • Shell script
  • Remote control software
  • Element management software
  • Linux
  • GitHub
  • Symantec pcAnywhere
  • Integration testing software
  • HyperSpace
  • Test design software
  • Adobe Photoshop
  • Relational database management software
  • Microsoft Visio
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  • Cisco Systems CiscoWorks
  • Apache Hive
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  • Microsoft Visual Basic for Applications VBA
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  • Python
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  • Eiffel
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  • Mistral AI (chat/models)
  • SAP Master Data Management MDM
  • Test implementation software
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  • jQuery
  • Load testing software
  • VMware
  • Oracle Primavera Enterprise Project Portfolio Management
  • SAP BusinessObjects Desktop Intelligence
  • Bolt.new
  • Apache Subversion SVN
  • UNIX
  • Regression testing software
  • Oracle Java
  • Swift
  • IBM Cognos Impromptu
  • Selenium
  • Component object model COM software
  • Microsoft Windows Server
  • Scala
  • Oracle Fusion Middleware
  • Virus scanning software
  • Business intelligence system software
  • Ansible software
  • SAP Adaptive Server Enterprise
  • Blink
  • Stress testing software
  • Extensible hypertext markup language XHTML
  • Oracle PL/SQL
  • UNIX Shell
  • Microsoft Windows
  • Atlassian Bamboo
  • IBM InfoSphere DataStage
  • Oracle Hyperion
  • Oracle Business Intelligence Enterprise Edition
  • C
  • Oracle JD Edwards EnterpriseOne
  • SAP NetWeaver BW
  • MongoDB
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  • Microsoft Azure software
  • Red Hat OpenShift
  • Amazon Web Services AWS CloudFormation
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  • SAS
  • ChatGPT (OpenAI)
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  • StataCorp Stata
  • GitHub Copilot
  • InstallShield
  • Gemini Code Assist
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  • Codeium
  • Atlassian JIRA
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  • Ruby on Rails
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  • Oracle SQL Developer
  • Delphi Technology
  • SAP NetWeaver
  • Apple macOS
  • Integrated development environment IDE software
  • SAP Crystal Reports
  • Hierarchical simulation program with integrated circuit emphasis HSPICE
  • PostgreSQL
  • IBM DB2
  • Microsoft ASP.NET Core MVC
  • Microsoft Dynamics
  • Atlassian Confluence
  • Oracle Solaris
  • Amazon DynamoDB
  • Google Docs
  • Static analysis software
  • AcmeStudio
  • Microsoft Office software
  • Mistral (Mistral AI)
  • KornShell
  • Functional testing software
  • YouTube
  • Salesforce Visualforce
  • Dynamic hypertext markup language DHTML
  • Dassault Systemes CATIA
  • Eclipse IDE
  • Teradata Database
  • Mutation testing software
  • Microsoft Visual C# .NET
  • Microsoft Exchange
  • Jupyter Notebook
  • Microsoft Visual Studio
  • OpenAI ChatGPT
  • Microsoft SQL Server Integration Services SSIS
  • Hibernate ORM
  • Bash
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  • Claude (Anthropic)
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  • Microsoft PowerPoint
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  • Defect tracking software
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  • System testing software
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Alternative Job Titles