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Automation Risk Analysis

Will “Application Integration Engineer” be Automated?

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AI Exposure Risk

58%

“Application Integration Engineer” 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%

“Application Integration Engineer” 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

  • Train users to use new or modified equipment.

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

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

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

  • Coordinate installation of software system.

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

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

  • 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.

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

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

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

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

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

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

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

  • Determine system performance standards.

Technologies & Software

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

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