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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

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

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

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

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

  • 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.

  • Train users to use new or modified equipment.

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

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

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

  • Determine system performance standards.

  • 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.

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

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

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

  • Coordinate installation of software system.

Technologies & Software

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

Alternative Job Titles