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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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

  • 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.

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

  • 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.

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

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

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

  • Recommend new equipment or software packages.

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

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

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

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

Technologies & Software

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

Alternative Job Titles