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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

  • 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.

  • 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.

  • 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.

  • 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.

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

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

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

  • Determine system performance standards.

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

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

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

  • Coordinate installation of software system.

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

Technologies & Software

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  • Integrated development environment IDE software
  • IBM Terraform
  • Puppet
  • SmugMug Flickr
  • Microsoft ActiveX
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  • ChatGPT (OpenAI)
  • Microsoft Azure DevOps Services
  • Google Cloud software
  • Dynamic hypertext markup language DHTML
  • Source code editor software
  • Computer Associates integrated data management system CA-IDMS
  • Codeium
  • GNU Image Manipulation Program GIMP
  • IBM DB2
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  • Red Hat Ansible Engine
  • Web application software
  • String oriented symbolic language SNOBOL
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  • Transact-SQL
  • Jenkins CI
  • Unit testing software
  • JUnit
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  • Google Docs
  • Adobe InDesign
  • Google Slides
  • Apache Tomcat
  • Microsoft PowerPoint
  • Delphi Technology
  • VMware
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  • Cascading style sheets CSS
  • Microsoft Azure software
  • Restructured extended executor REXX
  • Microsoft .NET Framework
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  • Loom
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  • IBM WebSphere MQ
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  • UNIX Shell
  • LogMeIn GoToWebinar
  • Computer On-line Real-time Applications Language CORAL 66
  • Apache Flume
  • Security testing software
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  • JavaScript framework software
  • Allaire ColdFusion
  • Ruby
  • Flipgrid
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  • System testing software
  • Document Object Model DOM Scripting
  • IBM AIX
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  • Embedded systems development software
  • Jupyter Notebook
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  • Oracle PL/SQL
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  • E++ pattern language
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  • Extensible markup language XML
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  • Win CE
  • Dynamic analysis software
  • OpenAI ChatGPT
  • ICON programming language
  • SAP Adaptive Server Enterprise
  • Extensible hypertext markup language XHTML
  • Amazon CodeWhisperer
  • Oracle Eloqua
  • Spring Framework
  • Apache Maven
  • McAfee
  • NetSuite ERP
  • Amazon DynamoDB
  • Hypertext markup language HTML
  • Oracle Business Intelligence Suite
  • Bootstrap
  • ESRI ArcGIS software
  • PHP
  • Operating system software
  • Apache HBase
  • Eclipse IDE
  • Microsoft Active Directory
  • Structured Query Report SQR
  • SAS
  • Chef
  • Apache Hadoop
  • Operating system shells
  • IBM InfoSphere DataStage
  • FileMaker Pro
  • Xcode
  • Component-based Scalable Logical Architecture CSLA
  • Amazon Kinesis
  • Oracle Reports
  • GroupMe
  • Marketo Marketing Automation
  • IEA Software Emerald
  • Slack
  • Adobe Photoshop
  • Platform as a service PaaS
  • GitHub Copilot
  • Interstate connection ICON
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  • SAP NetWeaver
  • Data definition language DDL
  • National Instruments LabVIEW
  • IBM Rational Rose XDE
  • Microsoft SharePoint
  • Microsoft SQL Server
  • Devin (Cognition AI)
  • Oracle JavaServer Pages JSP
  • Microsoft SQL Server Integration Services SSIS
  • Cursor AI
  • Shell script
  • Gradle
  • Extensible stylesheet language transformations XSLT
  • Microsoft Active Server Pages ASP
  • Verilog
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  • Object Management Group Object Request Broker
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  • SAP PowerBuilder
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  • Programming language one PL/I
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  • Apache Solr
  • Microsoft Power BI
  • Microsoft PowerShell
  • Structured query language SQL
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  • Hibernate ORM
  • Node.js
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  • Interface definition language IDL
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  • Tableau
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  • Microservices Architecture
  • Figma
  • Job control language JCL
  • Vue.js
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  • RESTful API
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  • Informatica software
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  • MongoDB
  • Swift
  • MicroStrategy
  • Microsoft Teams
  • Kubernetes
  • Microsoft Power Automate
  • Apache Cassandra
  • Backup and archival software
  • Enterprise application integration EAI software
  • Beginner's all-purpose symbolic instruction code BASIC
  • Unified modeling language UML
  • Oracle JDBC
  • Apache Oozie
  • A programming language APL
  • Microsoft SQL Server Reporting Services SSRS
  • Configuration management software
  • Microsoft Word
  • The MathWorks MATLAB
  • Google Angular
  • Microsoft ESP SDK
  • Microsoft Visio
  • Social media sites
  • Microsoft Excel
  • Wireshark
  • Blackbaud The Raiser's Edge
  • Adobe Acrobat
  • Scheme
  • C
  • Microsoft transact-structural query language T-SQL
  • Microsoft Visual Basic for Applications VBA
  • Patch management software
  • IBM Domino
  • Microsoft Office software
  • JavaScript Object Notation JSON
  • Red Hat Enterprise Linux
  • Common business oriented language COBOL
  • Border Gateway Protocol BGP
  • Gemini Code Assist
  • KornShell
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  • 3M Post-it App
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  • React Native
  • SAP Crystal Reports
  • Smalltalk
  • Bash
  • Red Hat WildFly
  • GitHub
  • Collaborative Application Markup Language CAML
  • React
  • Event-driven State-machines Programming
  • Red Hat OpenShift
  • Management information systems MIS
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Oracle Business Intelligence Enterprise Edition
  • Kimi (Moonshot AI)
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  • Apache Airflow
  • Snowflake
  • Amazon Elastic Compute Cloud EC2
  • Atlassian JIRA
  • Microsoft Visual Studio
  • Test implementation software
  • Microsoft Dynamics
  • Formula translation/translator FORTRAN
  • Common Lisp Object System CLOS
  • C#
  • Qlik Tech QlikView
  • Microsoft Exchange
  • Google Sheets
  • Selenium
  • Oracle PeopleSoft
  • Stress testing software
  • Encryption software
  • Objective C
  • Ext JS
  • Ruby on Rails
  • Call-processing language CPL
  • Amazon Web Services AWS software
  • Amazon Redshift
  • Splunk Enterprise
  • Apache Ant
  • Interoperability testing software
  • Microsoft ASP.NET Core MVC
  • Docker
  • Go
  • Migration testing software
  • Microsoft Windows
  • jQuery
  • Oracle Cloud software
  • JFrog Artifactory
  • Version control software
  • Software libraries
  • Microsoft Visual Basic Scripting Edition VBScript
  • Microsoft Team Foundation Server
  • Adobe Creative Cloud software
  • Simple API for XML SAX
  • SAP Business Objects
  • SAP Business Intelligence
  • Real time operating system RTOS software
  • Hewlett Packard LoadRunner
  • Apache Hive
  • Embarcadero JBuilder
  • Workday software
  • Test design software
  • Storage area network SAN software
  • Atlassian Bamboo
  • Blink
  • R
  • Enterprise JavaBeans
  • Symantec Visual Cafe
  • Integration testing software
  • Oracle JD Edwards EnterpriseOne
  • Backbone.js
  • Microsoft Outlook
  • TensorFlow
  • J
  • Ubuntu
  • Git
  • v0 by Vercel
  • TypeScript
  • Pascal
  • Recovery testing software
  • Disk operating system DOS
  • Dropbox
  • Teradata Database
  • Talend Big Data Integration
  • Distributed component object model DCOM software
  • Zoom
  • Adobe Flex
  • Apache Groovy
  • Dynamic modeling software
  • Eiffel
  • Grok (xAI)
  • Veritas NetBackup
  • Adobe Dreamweaver
  • Deployment software
  • AWK
  • Microsoft Dynamics GP
  • Bigloo Scheme
  • Static analysis software
  • IBM SPSS Statistics
  • MySQL
  • Defect tracking software
  • YouTube
  • Simulation program with integrated circuit emphasis SPICE
  • Emerald Software Group Emerald Green Office
  • Notebook computers
  • Graphics processing unit GPU
  • Logic analyzers
  • Digital cameras
  • Application servers
  • Flash disks
  • Mainframe computers
  • Multi-core central processing unit CPU
  • Desktop computers
  • Computer servers
  • In circuit emulators ICE
  • Directory servers

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