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Automation Risk Analysis

Will “Systems Integrator” be Automated?

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AI Exposure Risk

55%

“Systems Integrator” 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%

“Systems Integrator” 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

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

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

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

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

  • Recommend new equipment or software packages.

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

  • 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.

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

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

  • 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.

  • 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.

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

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

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

  • Consult with management to ensure agreement on system principles.

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

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

  • 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.

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