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Automation Risk Analysis

Will “Software Engineer” be Automated?

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AI Exposure Risk

58%

“Software 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 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

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

  • Train users to use new or modified equipment.

  • Determine system performance standards.

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

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

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

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

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

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

  • Coordinate installation of software system.

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

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

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

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

  • 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.

Technologies & Software

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

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