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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

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

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

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

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

  • 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.

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

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

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

  • Coordinate installation of software system.

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

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

  • 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.

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

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

  • Determine system performance standards.

Technologies & Software

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

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