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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

  • Consult with management to ensure agreement on system principles.

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

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

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

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

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

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

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

  • 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.

  • Recommend new equipment or software packages.

  • 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.

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles