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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

  • 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.

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

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

  • 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.

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

  • 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.

  • 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.

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

  • Recommend new equipment or software packages.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles