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Automation Risk Analysis

Will “Technical Business Analyst” be Automated?

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AI Exposure Risk

55%

“Technical Business 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%

“Technical Business 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.

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

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

  • 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.

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

  • Recommend new equipment or software packages.

  • 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.

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles