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Automation Risk Analysis

Will “Systems Software Designer” be Automated?

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AI Exposure Risk

58%

“Systems Software Designer” 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%

“Systems Software Designer” 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

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

  • Coordinate installation of software system.

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

  • Train users to use new or modified equipment.

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

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

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

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

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

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

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

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

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

  • Determine system performance standards.

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

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

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

Technologies & Software

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

Alternative Job Titles