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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

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

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

  • 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.

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

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

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

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

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

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

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

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

  • Recommend new equipment or software packages.

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

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  • Swift
  • Eiffel
  • ESRI ArcGIS software
  • Docker
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  • Mistral (Mistral AI)
  • Symantec pcAnywhere
  • J
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  • Scala
  • Hibernate ORM
  • National Instruments LabVIEW
  • Microsoft Internet Information Services (IIS)
  • SAP NetWeaver
  • Microsoft Visual Basic.NET
  • Amazon Web Services AWS software
  • AJAX
  • Node.js
  • Microsoft Office software
  • Microsoft Visual FoxPro
  • Unit testing software
  • SpectraQuest
  • Software asset management SAM software
  • Spring Boot
  • Diagramming software
  • Shell script
  • Static analysis software
  • System and data disaster recovery software
  • OrCAD Capture
  • Oracle Fusion Middleware
  • Extensible markup language XML
  • Integrated development environment IDE software
  • AcmeStudio
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  • Linux
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  • IBM DB2
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  • WebFOCUS
  • Transact-SQL
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  • Wise Solutions Wise for Windows Installer
  • Selenium
  • Ansible software
  • Microsoft Visio
  • Functional testing software
  • Microsoft ASP.NET Core MVC
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  • Blackbaud The Raiser's Edge
  • C++
  • IBM Cognos Impromptu
  • Integration testing software
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  • Ada
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  • Compatibility testing software
  • Relational database management software
  • SAP NetWeaver BW
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  • SAP Business Objects
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  • Adobe Acrobat
  • Microsoft Visual Basic
  • Ext JS
  • Delphi Technology
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  • Virus scanning software
  • Amazon Simple Storage Service S3
  • Microsoft Visual Basic for Applications VBA
  • PostgreSQL
  • Microsoft Azure software
  • Verilog
  • Oracle Master Data Management MDM Suite
  • Apache Subversion SVN
  • Oracle Database
  • VMware
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  • Nagios
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  • Flow chart software
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  • Unified modeling language UML
  • Atlassian Confluence
  • Microsoft SQL Server Integration Services SSIS
  • IBM Domino
  • Ubuntu
  • Slido interaction software
  • IBM SPSS Statistics
  • Adobe ColdFusion
  • Apache Cassandra
  • LAMP Stack
  • Apache Groovy
  • Skype
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  • Eclipse IDE
  • C#
  • Microsoft Dynamics GP
  • Perl
  • Web server software
  • NoSQL
  • Red Hat WildFly
  • Adobe Illustrator
  • Supervisory control and data acquisition SCADA software
  • Oracle Business Intelligence Enterprise Edition
  • Amazon Redshift
  • Element management software
  • Microsoft SQL Server Reporting Services SSRS
  • UNIX
  • Objective C
  • SAP Crystal Reports
  • Voice over internet protocol VoIP system software
  • React
  • Microsoft Word
  • Medical condition coding software
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  • Apache Kafka
  • Dassault Systemes CATIA
  • Common business oriented language COBOL
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  • GitHub
  • Microsoft Outlook
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  • Apache Hadoop
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  • Microsoft Visual C# .NET
  • MicroStrategy
  • Veritas NetBackup
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Microsoft PowerShell
  • Adobe Dreamweaver
  • Load testing software
  • Software distribution software
  • Oracle WebLogic Server
  • jQuery
  • Spring Framework
  • Lovable.dev
  • Tableau
  • Medical procedure coding software
  • Wireshark
  • Microsoft Publisher
  • Dynamic hypertext markup language DHTML
  • InstallShield
  • Version control software
  • Blink
  • SAP ERP
  • Microsoft ActiveX
  • Microsoft Exchange
  • Git
  • Healthcare common procedure coding system HCPCS
  • Google Analytics
  • Help desk software
  • Enterprise JavaBeans
  • System testing software
  • Microsoft Project
  • Apache Tomcat
  • Mistral AI (chat/models)
  • IBM Notes
  • Ruby
  • Database software
  • Bash
  • MySQL
  • LexisNexis
  • Application management software
  • Oracle Hyperion
  • Google Antigravity
  • Perplexity AI
  • Active directory software
  • SAP Adaptive Server Enterprise
  • Microsoft Active Server Pages ASP
  • Stac Software ReachOut
  • Backbone.js
  • Requirements management software
  • GitHub Copilot
  • Smalltalk
  • UNIX Shell
  • FileMaker Pro
  • Red Hat OpenShift
  • Google Docs
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  • Tabnine
  • Patch and update management software
  • Gemini Code Assist
  • Microsoft Windows
  • IBM WebSphere
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  • JUnit
  • Apache Struts
  • JavaScript Object Notation JSON
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  • Apache Spark
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  • Ruby on Rails
  • Microsoft .NET Framework
  • Perforce Helix software
  • Apache Maven
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  • Amazon Elastic Compute Cloud EC2
  • Informatica Corporation PowerCenter
  • Apache Hive
  • Omni Group OmniGraffle
  • OpenAI ChatGPT
  • ChatGPT (OpenAI)
  • Structured query language SQL
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  • Systems and application deployment and migration software
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  • Hewlett Packard HP-UX
  • Oracle E-Business Suite Financials
  • Computer aided design and drafting CADD software
  • Oracle Business Intelligence Suite
  • Job control language JCL
  • Drupal
  • HyperSpace
  • IBM Rational ClearQuest
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  • Oracle Solaris
  • SAS
  • Test design software
  • Hypertext markup language HTML
  • IBM Rational Rose XDE
  • Electronic design automation EDA software
  • Red Hat Enterprise Linux
  • Microsoft SQL Server
  • Network intrusion prevention systems NIPS
  • Oracle Eloqua
  • Slack
  • Symantec Visual Cafe
  • Amazon DynamoDB
  • v0 by Vercel
  • PHP
  • Oracle PL/SQL
  • Microsoft Team Foundation Server
  • Business intelligence system software
  • Oracle Primavera Enterprise Project Portfolio Management
  • CrossTec NetOp Remote Control
  • Atlassian JIRA
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Alternative Job Titles