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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

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

  • 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.

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

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

  • Train users to use new or modified equipment.

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

  • Determine system performance standards.

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

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

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

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

  • 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.

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

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

  • Coordinate installation of software system.

Technologies & Software

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

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