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Automation Risk Analysis

Will “Functional Analyst” be Automated?

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AI Exposure Risk

55%

“Functional 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%

“Functional 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

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

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

  • 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.

  • 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.

  • Recommend new equipment or software packages.

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

  • 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.

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

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

  • 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.

  • Consult with management to ensure agreement on system principles.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles