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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.

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

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

  • Recommend new equipment or software packages.

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

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

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

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

  • Consult with management to ensure agreement on system principles.

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

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

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

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

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

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

  • 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.

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

Technologies & Software

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

Alternative Job Titles