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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

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

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

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

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

  • Train users to use new or modified equipment.

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

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

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

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

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

  • Determine system performance standards.

  • Coordinate installation of software system.

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

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

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

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

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

Technologies & Software

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

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