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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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

  • Recommend new equipment or software packages.

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

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

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

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

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

  • 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.

  • 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.

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

  • Consult with management to ensure agreement on system principles.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles