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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

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

  • Consult with management to ensure agreement on system principles.

  • 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.

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

  • Recommend new equipment or software packages.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles