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Automation Risk Analysis

Will “Software Design Engineer” be Automated?

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AI Exposure Risk

58%

“Software Design Engineer” 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%

“Software Design Engineer” 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.

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

  • Determine system performance standards.

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

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

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

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

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

  • 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.

  • 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.

  • Train users to use new or modified equipment.

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

  • Coordinate installation of software system.

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

Technologies & Software

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

Alternative Job Titles