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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

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

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

  • 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.

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

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

  • 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.

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

  • Coordinate installation of software system.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles