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Automation Risk Analysis

Will “Software Systems Developer” be Automated?

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AI Exposure Risk

58%

“Software Systems 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 Systems 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

  • 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.

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

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

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • 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.

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

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

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

  • Coordinate installation of software system.

  • Determine system performance standards.

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

  • Train users to use new or modified equipment.

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

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

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

Technologies & Software

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

Alternative Job Titles