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Automation Risk Analysis

Will “Applications Systems Analyst” be Automated?

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AI Exposure Risk

55%

“Applications Systems 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 Systems 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.

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

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

  • 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.

  • 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.

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

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

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

  • 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.

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles