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Automation Risk Analysis

Will “Business Systems Analyst” be Automated?

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AI Exposure Risk

55%

“Business 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%

“Business 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

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

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

  • Consult with management to ensure agreement on system principles.

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

  • 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.

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

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

  • Recommend new equipment or software packages.

  • 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.

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles