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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

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

  • 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.

  • Determine system performance standards.

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

  • 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.

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

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

  • Train users to use new or modified equipment.

  • 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.

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

  • Coordinate installation of software system.

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

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

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

Technologies & Software

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

Alternative Job Titles