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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

  • Recommend new equipment or software packages.

  • 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.

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

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

  • 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.

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

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

  • Consult with management to ensure agreement on system principles.

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

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

  • 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.

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles