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Automation Risk Analysis

Will “Computer Systems Consultant” be Automated?

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AI Exposure Risk

55%

“Computer Systems Consultant” 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%

“Computer Systems Consultant” 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

  • 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.

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

  • 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.

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

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

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

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

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

  • 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.

  • Consult with management to ensure agreement on system principles.

  • Recommend new equipment or software packages.

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

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

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

Technologies & Software

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

Alternative Job Titles