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Automation Risk Analysis

Will “Engineering Systems Analyst” be Automated?

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AI Exposure Risk

55%

“Engineering Systems Analyst” 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%

“Engineering Systems Analyst” 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

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

  • Consult with management to ensure agreement on system principles.

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

  • Recommend new equipment or software packages.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles