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Automation Risk Analysis

Will “Computer Software Engineer” be Automated?

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AI Exposure Risk

58%

“Computer 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%

“Computer 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

  • 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.

  • Determine system performance standards.

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

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

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

  • 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.

  • Train users to use new or modified equipment.

  • Coordinate installation of software system.

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

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

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

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

  • 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.

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

Technologies & Software

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

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