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Automation Risk Analysis

Will “Computer Systems Software Architect” be Automated?

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AI Exposure Risk

58%

“Computer Systems Software Architect” 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Computer Systems Software Architect” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

Avg. Annual Salary $144,570
Avg. Hourly Wage $69.50
Available Jobs (US) 1,654,440
Job Title & Hierarchy Code (SOC) Software Developers #15-1252
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Developers”

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Core Skills & Abilities

  • Monitor functioning of equipment to ensure system operates in conformance with specifications.

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

  • Prepare reports or correspondence concerning project specifications, activities, or status.

  • Train users to use new or modified equipment.

  • Coordinate installation of software system.

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

  • Determine system performance standards.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

Technologies & Software

  • Blackboard software
  • Salesforce Visualforce
  • Apache Struts
  • Microsoft .NET Framework
  • Oracle Primavera Enterprise Project Portfolio Management
  • Algorithmic language ALGOL
  • Spring Framework
  • Dynamic analysis software
  • Atlassian JIRA
  • Oracle Java
  • Microsoft Excel
  • Microsoft Office software
  • Microsoft ActiveX
  • Linux
  • JavaScript
  • Oracle Eloqua
  • Embedded systems development software
  • Adobe Flex
  • Configuration management software
  • DeepSeek
  • AJAX
  • Gemini (Google)
  • IBM SPSS Statistics
  • Qwen (Alibaba)
  • FileMaker Pro
  • Extensible hypertext markup language XHTML
  • Encryption software
  • Simple API for XML SAX
  • Adobe Photoshop
  • Unified modeling language UML
  • SAP Adaptive Server Enterprise
  • Data definition language DDL
  • Redis
  • Oracle WebLogic Server
  • Eclipse IDE
  • JavaScript Object Notation JSON
  • Microsoft OneNote
  • Microsoft Team Foundation Server
  • C
  • Blink
  • Storage area network SAN software
  • Amazon Web Services AWS CloudFormation
  • Apache Solr
  • Apache Spark
  • Django
  • Ruby
  • Version control software
  • Teradata Database
  • Social media sites
  • Microsoft DirectX
  • Google Android
  • Source code editor software
  • React Native
  • Red Hat OpenShift
  • Perl
  • Oracle Business Intelligence Suite
  • Common business oriented language COBOL
  • Gradle
  • Google Angular
  • Embarcadero JBuilder
  • Microsoft Visual Basic Scripting Edition VBScript
  • Software distribution management software
  • IBM Middleware
  • Google Sites
  • Moodle
  • NoSQL
  • Adobe Dreamweaver
  • Forth
  • Flipgrid
  • Prolog
  • Microsoft Windows Server
  • Computer Associates integrated data management system CA-IDMS
  • IBM Rational ClearQuest
  • Kotlin
  • Formula translation/translator FORTRAN
  • Microsoft SQL Server Reporting Services SSRS
  • IBM Cognos Impromptu
  • IBM Domino
  • RESTful API
  • Oracle Cloud software
  • Mutation testing software
  • PyTorch
  • Enterprise resource planning ERP software
  • Atlassian Confluence
  • Atlassian Bitbucket
  • Structured Query Report SQR
  • Bash
  • Wireshark
  • Google Cloud software
  • Pascal
  • Talend Big Data Integration
  • SAP Business Intelligence
  • LibreOffice
  • Informatica software
  • Hewlett Packard LoadRunner
  • Load testing software
  • Extensible markup language XML
  • ADO.NET
  • Integration testing software
  • Backup and archival software
  • SAP NetWeaver
  • Jenkins CI
  • Objective Caml
  • Mistral AI (chat/models)
  • Web service definition language WDSL
  • Microsoft Visual C# .NET
  • Ruby on Rails
  • Microsoft Azure software
  • Microsoft transact-structural query language T-SQL
  • Microsoft Access
  • DataVision
  • Microsoft Project
  • QNX
  • Perplexity AI
  • Blackbaud The Raiser's Edge
  • IBM WebSphere
  • Apache Airflow
  • Lovable.dev
  • Restructured extended executor REXX
  • Adobe InDesign
  • Selenium
  • Visible Razor
  • Hewlett Packard HP-UX
  • E++ pattern language
  • v0 by Vercel
  • Real time operating system RTOS software
  • Apache Ant
  • Shell script
  • Kubernetes
  • Amazon Web Services AWS software
  • TypeScript
  • McAfee
  • GNU Image Manipulation Program GIMP
  • Oracle Hyperion
  • A programming language APL
  • Eclipse Jersey
  • Microsoft Active Server Pages ASP
  • Component object model COM software
  • Chef
  • Microsoft ASP.NET
  • Common Lisp Object System CLOS
  • Relational database management software
  • Screencastify
  • NetSuite ERP
  • Oracle Business Intelligence Discoverer
  • Interoperability testing software
  • UNIX
  • SAP Crystal Reports
  • Tableau
  • YouTube
  • IBM z/OS operating systems
  • Voice over internet protocol VoIP system software
  • Sun Microsystems Java Persistence API
  • MySQL
  • Platform as a service PaaS
  • Zoom
  • Microsoft Teams
  • Object Management Group Object Request Broker
  • SAP PowerBuilder
  • LogMeIn GoToWebinar
  • Oracle PeopleSoft Financials
  • Amazon Redshift
  • Apache Kafka
  • Recovery testing software
  • AWK
  • SAS
  • Cisco Webex
  • IBM Rational Rose XDE
  • Xcode
  • Apache Groovy
  • Oracle SQL Developer
  • Google Docs
  • Nagios
  • Google Analytics
  • Citrix cloud computing software
  • Symantec Visual Cafe
  • MathWorks Simulink
  • SAP software
  • Advanced business application programming ABAP
  • Bootstrap
  • IBM InfoSphere DataStage
  • MUMPS M
  • Interstate connection ICON
  • Red Hat WildFly
  • Apache Tomcat
  • Oracle Fusion Applications
  • Microsoft Windows
  • Microsoft Power BI
  • Jupyter Notebook
  • Oracle JD Edwards EnterpriseOne
  • LogMeIn GoToMeeting
  • GitHub Copilot
  • Win CE
  • Microsoft Outlook
  • GraphQL
  • Magellan Firmware
  • Web application software
  • Computer On-line Real-time Applications Language CORAL 66
  • IBM Rational PurifyPlus
  • Microsoft Internet Information Services (IIS)
  • Apache HTTP Server
  • Apache Hadoop
  • Microsoft SQL Server
  • Microsoft Visual Basic for Applications VBA
  • Enterprise application integration EAI software
  • ServiceNow
  • Apple iOS
  • Qlik Tech QlikView
  • 3M Post-it App
  • Red Hat Ansible Engine
  • Microsoft Power Automate
  • JFrog Artifactory
  • Backbone.js
  • Microsoft Dynamics GP
  • SmugMug Flickr
  • SonarQube
  • Distributed database management software
  • StataCorp Stata
  • File server software
  • Microsoft Visual Basic.NET
  • Graphical user interface GUI builder software
  • ICON programming language
  • React
  • Programming language one PL/I
  • National Instruments LabVIEW
  • OpenAI ChatGPT
  • Dynamic modeling software
  • Dynamic hypertext markup language DHTML
  • Elasticsearch
  • MongoDB
  • Evernote
  • Apache Oozie
  • Adobe Illustrator
  • Oberon
  • Trimble SketchUp Pro
  • B-Method
  • VMware
  • Loom
  • ABC: the AspectBench Compiler for AspectJ
  • Verilog
  • ESRI ArcGIS software
  • Veritas NetBackup
  • Ada
  • C#
  • ABC Compiler
  • Ubuntu
  • Modula
  • Microsoft Azure DevOps Services
  • Cascading style sheets CSS
  • MuleSoft software
  • Usability testing software
  • Static analysis software
  • Amazon Simple Storage Service S3
  • Migration software
  • Git
  • Talend Data Fabric
  • Smalltalk
  • Vue.js
  • Adobe Acrobat
  • Delphi Technology
  • React Redux
  • C++
  • Bigloo Scheme
  • Requirements management software
  • Oracle E-Business Suite Financials
  • Software libraries
  • Test design software
  • Atlassian Bamboo
  • Amazon Kinesis
  • IBM AIX
  • List processing language LISP
  • Patch management software
  • Google Sheets
  • Salesforce software
  • Marketo Marketing Automation
  • System testing software
  • Oracle JavaServer Pages JSP
  • Component-based Scalable Logical Architecture CSLA
  • IBM DB2
  • Transact-SQL
  • NortonLifeLock cybersecurity software
  • Cisco IOS
  • IBM Notes
  • Amazon Elastic Compute Cloud EC2
  • Graphical user interface GUI design software
  • Microsoft Visual Basic
  • American National Standards Institute ANSI C
  • LAMP Stack
  • FaceTime
  • Figma
  • Adobe Creative Cloud software
  • Functional testing software
  • Microsoft Word
  • IBM Rational RequisitePro
  • JUnit
  • jQuery
  • Test implementation software
  • Microsoft PowerPoint
  • Microsoft Exchange
  • Microsoft Visual Studio
  • Google Gmail
  • Canu
  • Devin (Cognition AI)
  • Web server software
  • Emerald Software Group Emerald Green Office
  • Slack
  • Microsoft SQL Server Integration Services SSIS
  • JavaScript framework software
  • Ext JS
  • Apple macOS
  • Software development tools
  • Unit testing software
  • Firewall software
  • J
  • MicroStrategy
  • Scala
  • Nova (Amazon)
  • Perforce Helix software
  • Dropbox
  • Ansible software
  • Border Gateway Protocol BGP
  • Adobe After Effects
  • Apache Hive
  • Quest Erwin Data Modeler
  • Deployment software
  • Call-processing language CPL
  • Haskell
  • Amazon DynamoDB
  • PuTTY
  • Apache Maven
  • Skype
  • Oracle JDBC
  • Airtable
  • XML Path Language XPATH
  • IEA Software Emerald
  • Oracle Reports
  • Event-driven State-machines Programming
  • Amazon CodeWhisperer
  • Oracle PeopleSoft
  • Security testing software
  • Fault testing software
  • Apache HBase
  • ChatGPT (OpenAI)
  • Integrated development environment IDE software
  • Data manipulation language DML
  • Gemini Code Assist
  • Python
  • Microsoft Visio
  • IBM Terraform
  • Splunk Enterprise
  • Automated installation software
  • Minitab
  • Hypertext markup language HTML
  • LinkedIn
  • Docker
  • SAP Business Objects
  • Distributed component object model DCOM software
  • Google Meet
  • Wind River VxWorks
  • Red Hat Enterprise Linux
  • Node.js
  • Data analysis software
  • Alteryx software
  • Oracle PL/SQL
  • Objective C
  • Apache Cassandra
  • Go
  • Document management system software
  • LexisNexis
  • Drupal
  • Microsoft Publisher
  • Adobe ActionScript
  • SAP ERP
  • Codeium
  • Enterprise JavaBeans
  • Document Object Model DOM Scripting
  • Apache Subversion SVN
  • Oracle Application Server
  • Extensible stylesheet language transformations XSLT
  • Claude (Anthropic)
  • JamBoard
  • Gambit Scheme
  • Oracle Solaris
  • Oracle Fusion Middleware
  • Embarcadero Delphi
  • Mistral (Mistral AI)
  • IBM Rational ClearCase
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Microsoft Dynamics
  • Microsoft ESP SDK
  • Scheme
  • Beginner's all-purpose symbolic instruction code BASIC
  • Puppet
  • Apache Pig
  • Google Antigravity
  • Operating system software
  • Kimi (Moonshot AI)
  • String oriented symbolic language SNOBOL
  • Llama (Meta)
  • Google Slides
  • GroupMe
  • IBM WebSphere MQ
  • Tabnine
  • Regression testing software
  • Open Graphics Library OpenGL
  • WordPress
  • Bolt.new
  • GitHub
  • Structured query language SQL
  • Single sign-on SSO
  • KornShell
  • Virtual private networking VPN software
  • Workday software
  • Customer information control system CICS
  • TensorFlow
  • Oracle Business Intelligence Enterprise Edition
  • Management information systems MIS
  • Spring Boot
  • Disk operating system DOS
  • Hibernate ORM
  • Allaire ColdFusion
  • Microsoft Active Directory
  • Eiffel
  • IBM Power Systems software
  • Grok (xAI)
  • PostgreSQL
  • Oracle Database
  • Collaborative Application Markup Language CAML
  • Microservices Architecture
  • Snowflake
  • RabbitMQ
  • Microsoft ASP.NET Core MVC
  • Google Drive
  • Cursor AI
  • Migration testing software
  • Microsoft PowerShell
  • Apache Avro
  • Oracle Java Message Service JMS
  • UNIX Shell
  • R
  • Interface definition language IDL
  • The MathWorks MATLAB
  • Operating system shells
  • Simulation program with integrated circuit emphasis SPICE
  • Defect tracking software
  • Apache Flume
  • Job control language JCL
  • PHP
  • Swift
  • Microsoft SharePoint
  • GitLab
  • Stress testing software
  • Mainframe computers
  • Graphics processing unit GPU
  • Notebook computers
  • Directory servers
  • In circuit emulators ICE
  • Flash disks
  • Computer servers
  • Multi-core central processing unit CPU
  • Desktop computers
  • Application servers
  • Digital cameras
  • Logic analyzers

Alternative Job Titles