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Automation Risk Analysis

Will “Cross Enterprise Integrator” be Automated?

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AI Exposure Risk

55%

“Cross Enterprise 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%

“Cross Enterprise 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

  • Recommend new equipment or software packages.

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

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

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

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

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

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

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • 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.

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

  • 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.

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

Technologies & Software

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

Alternative Job Titles