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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

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

  • 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.

  • Train users to use new or modified equipment.

  • 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.

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

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

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

  • Determine system performance standards.

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

  • 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.

  • Coordinate installation of software system.

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

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

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

Technologies & Software

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

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