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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.

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

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

  • Determine system performance standards.

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

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

  • Coordinate installation of software system.

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

  • Train users to use new or modified equipment.

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

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

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

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

  • 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.

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

Technologies & Software

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

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