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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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • 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.

  • Recommend new equipment or software packages.

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

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

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

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

Technologies & Software

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

Alternative Job Titles