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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

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

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

  • Coordinate installation of software system.

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

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

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

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

  • Train users to use new or modified equipment.

  • 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.

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

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

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

  • Determine system performance standards.

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

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

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

Technologies & Software

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

Alternative Job Titles