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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.

  • Train users to use new or modified equipment.

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

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

  • Determine system performance standards.

  • 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.

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

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

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

  • Coordinate installation of software system.

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

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

  • 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

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

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