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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

  • 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.

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

  • Consult with management to ensure agreement on system principles.

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

  • 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.

  • 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.

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

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

  • Recommend new equipment or software packages.

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

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

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

  • 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.

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles