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Automation Risk Analysis

Will “Software Developer” be Automated?

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AI Exposure Risk

58%

“Software Developer” 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 Developer” 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 information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • 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.

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

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

  • 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.

  • 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.

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

  • 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.

  • Coordinate installation of software system.

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

  • Train users to use new or modified equipment.

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

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

Technologies & Software

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

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