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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

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

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

  • Coordinate installation of software system.

  • Determine system performance standards.

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

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

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

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

  • Train users to use new or modified equipment.

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

  • 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.

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

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

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

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

Technologies & Software

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

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