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Automation Risk Analysis

Will “SOA Developer (Service Oriented Architecture Developer)” be Automated?

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AI Exposure Risk

58%

“SOA Developer (Service Oriented Architecture 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%

“SOA Developer (Service Oriented Architecture 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

  • Coordinate installation of software system.

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

  • Determine system performance standards.

  • Train users to use new or modified equipment.

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

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

  • 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.

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

  • 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.

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles