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Automation Risk Analysis

Will “Application Support Engineer” be Automated?

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AI Exposure Risk

58%

“Application Support 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 Support 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

  • 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.

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

  • 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.

  • Determine system performance standards.

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

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

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

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

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

  • Coordinate installation of software system.

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

  • Train users to use new or modified equipment.

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

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

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

Technologies & Software

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

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