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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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Recommend new equipment or software packages.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles