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Automation Risk Analysis

Will “Application Integrator” be Automated?

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AI Exposure Risk

58%

“Application Integrator” 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 Integrator” 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

  • 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.

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

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

  • 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.

  • Train users to use new or modified equipment.

  • Determine system performance standards.

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

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

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

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

  • Coordinate installation of software system.

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

  • 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.

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

Technologies & Software

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  • IBM AIX
  • Integrated development environment IDE software
  • SmugMug Flickr
  • PHP
  • Beginner's all-purpose symbolic instruction code BASIC
  • SAS
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  • UNIX
  • Apache Ant
  • Django
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  • Microsoft DirectX
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  • Software libraries
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  • Minitab
  • JavaScript
  • Workday software
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  • ABC: the AspectBench Compiler for AspectJ
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  • Amazon Web Services AWS software
  • MicroStrategy
  • Python
  • QNX
  • Gemini Code Assist
  • LibreOffice
  • Enterprise JavaBeans
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  • Microsoft Active Directory
  • Microsoft PowerShell
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  • Nova (Amazon)
  • Test design software
  • JUnit
  • Microsoft ASP.NET
  • Google Android
  • Oracle Application Server
  • Gradle
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  • ABC Compiler
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  • Zoom
  • Single sign-on SSO
  • Node.js
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  • Slack
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  • Structured Query Report SQR
  • Microsoft Visual Basic for Applications VBA
  • Google Docs
  • Structured query language SQL
  • Microsoft Office software
  • A programming language APL
  • Computer On-line Real-time Applications Language CORAL 66
  • Stress testing software
  • Web service definition language WDSL
  • Unified modeling language UML
  • Disk operating system DOS
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  • Swift
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  • Dropbox
  • XML Path Language XPATH
  • 3M Post-it App
  • Oracle E-Business Suite Financials
  • RESTful API
  • Apache Tomcat
  • Redis
  • Scala
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  • Blink
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  • NoSQL
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  • Objective Caml
  • UNIX Shell
  • Dynamic hypertext markup language DHTML
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  • KornShell
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  • Canu
  • Smalltalk
  • Collaborative Application Markup Language CAML
  • Microsoft Active Server Pages ASP
  • Teradata Database
  • Defect tracking software
  • Microsoft Visual Basic.NET
  • YouTube
  • Talend Big Data Integration
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  • Load testing software
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  • Oberon
  • Go
  • Requirements management software
  • Oracle Primavera Enterprise Project Portfolio Management
  • Red Hat Ansible Engine
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Oracle SQL Developer
  • Interoperability testing software
  • Spring Framework
  • Alteryx software
  • GitHub Copilot
  • SAP software
  • Transact-SQL
  • Google Meet
  • Lovable.dev
  • String oriented symbolic language SNOBOL
  • Microsoft Project
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  • SAP ERP
  • IBM Power Systems software
  • Oracle Solaris
  • MathWorks Simulink
  • Object Management Group Object Request Broker
  • SonarQube
  • Real time operating system RTOS software
  • Eclipse IDE
  • Simple API for XML SAX
  • IEA Software Emerald
  • Oracle Business Intelligence Enterprise Edition
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  • Eiffel
  • Flash disks
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  • In circuit emulators ICE
  • Digital cameras
  • Mainframe computers
  • Computer servers
  • Logic analyzers
  • Application servers
  • Desktop computers
  • Notebook computers
  • Multi-core central processing unit CPU
  • Graphics processing unit GPU

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