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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

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

  • Train users to use new or modified equipment.

  • 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.

  • 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.

  • Coordinate installation of software system.

  • 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.

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

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

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

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

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

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

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

  • Determine system performance standards.

Technologies & Software

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  • Google Docs
  • SAP Adaptive Server Enterprise
  • Oracle Cloud software
  • Document Object Model DOM Scripting
  • Nagios
  • Microsoft Visual Basic.NET
  • Microsoft Access
  • Microsoft DirectX
  • IBM Middleware
  • Python
  • Moodle
  • 3M Post-it App
  • LibreOffice
  • Cascading style sheets CSS
  • Distributed component object model DCOM software
  • Structured Query Report SQR
  • Emerald Software Group Emerald Green Office
  • Microservices Architecture
  • Microsoft Active Directory
  • American National Standards Institute ANSI C
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  • Migration software
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  • Scala
  • Graphical user interface GUI builder software
  • QNX
  • Trimble SketchUp Pro
  • Embedded systems development software
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  • PyTorch
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  • jQuery
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  • Pascal
  • Apache HBase
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  • Microsoft ActiveX
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  • Oracle PL/SQL
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  • Forth
  • Blackboard software
  • Microsoft ESP SDK
  • Oracle Application Server
  • Citrix cloud computing software
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  • Amazon Kinesis
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  • Oberon
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  • Google Meet
  • Web service definition language WDSL
  • Document management system software
  • Amazon Simple Storage Service S3
  • VMware
  • Microsoft Internet Information Services (IIS)
  • Microsoft Office software
  • MUMPS M
  • SAP Business Intelligence
  • Real time operating system RTOS software
  • Microsoft Outlook
  • Adobe After Effects
  • AJAX
  • Oracle PeopleSoft Financials
  • Border Gateway Protocol BGP
  • Figma
  • Apache Solr
  • Microsoft Power Automate
  • Microsoft Windows
  • Amazon DynamoDB
  • Microsoft Publisher
  • DeepSeek
  • The MathWorks MATLAB
  • Ruby
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  • Minitab
  • PHP
  • Verilog
  • Workday software
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  • Microsoft Power BI
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  • ServiceNow
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  • Smalltalk
  • Elasticsearch
  • Ubuntu
  • Google Sites
  • Integrated development environment IDE software
  • Common business oriented language COBOL
  • Simple API for XML SAX
  • ABC Compiler
  • YouTube
  • Gemini Code Assist
  • LogMeIn GoToWebinar
  • Oracle Business Intelligence Suite
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  • Formula translation/translator FORTRAN
  • Mistral AI (chat/models)
  • Structured query language SQL
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  • Google Analytics
  • MuleSoft software
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  • Atlassian Bitbucket
  • Oracle Reports
  • Adobe Acrobat
  • Extensible stylesheet language transformations XSLT
  • Advanced business application programming ABAP
  • IBM Power Systems software
  • Ada
  • JavaScript Object Notation JSON
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  • Interstate connection ICON
  • Django
  • IBM DB2
  • Operating system shells
  • MongoDB
  • Microsoft Azure DevOps Services
  • Unified modeling language UML
  • TensorFlow
  • Embarcadero Delphi
  • ADO.NET
  • Apache Pig
  • Adobe ActionScript
  • Eclipse IDE
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  • Tableau
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  • Mistral (Mistral AI)
  • UNIX
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  • IBM z/OS operating systems
  • Red Hat OpenShift
  • Enterprise JavaBeans
  • Microsoft Visual Studio
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  • Ansible software
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  • Microsoft Word
  • Scheme
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  • Deployment software
  • LogMeIn GoToMeeting
  • Apache Tomcat
  • Microsoft Visual Basic for Applications VBA
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  • Prolog
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  • Adobe Dreamweaver
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  • Kotlin
  • Hibernate ORM
  • Oracle Solaris
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  • Kubernetes
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  • Microsoft .NET Framework
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  • C
  • Hewlett Packard LoadRunner
  • Microsoft Visual C# .NET
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  • System testing software
  • Talend Data Fabric
  • Selenium
  • Oracle Java
  • Llama (Meta)
  • Load testing software
  • Interoperability testing software
  • Software development tools
  • Beginner's all-purpose symbolic instruction code BASIC
  • Oracle Fusion Applications
  • List processing language LISP
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  • C#
  • Jenkins CI
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  • Microsoft Visual Basic Scripting Edition VBScript
  • GitHub
  • LexisNexis
  • Oracle JDBC
  • Dynamic modeling software
  • Microsoft Windows Server
  • Nova (Amazon)
  • Qlik Tech QlikView
  • Adobe Photoshop
  • Atlassian Bamboo
  • Event-driven State-machines Programming
  • Defect tracking software
  • IBM Terraform
  • Apache Maven
  • Firewall software
  • Google Android
  • Microsoft Teams
  • C++
  • Hewlett Packard HP-UX
  • Eclipse Jersey
  • Encryption software
  • Haskell
  • String oriented symbolic language SNOBOL
  • Oracle JavaServer Pages JSP
  • Dynamic hypertext markup language DHTML
  • Microsoft Visual Basic
  • Source code editor software
  • GraphQL
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  • SAP NetWeaver
  • SAS
  • Swift
  • Microsoft ASP.NET Core MVC
  • Platform as a service PaaS
  • Apache Flume
  • Amazon CodeWhisperer
  • Disk operating system DOS
  • Linux
  • FileMaker Pro
  • LAMP Stack
  • MySQL
  • Perforce Helix software
  • Microsoft SharePoint
  • Hypertext markup language HTML
  • Qwen (Alibaba)
  • Microsoft transact-structural query language T-SQL
  • FaceTime
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Bash
  • Social media sites
  • Enterprise application integration EAI software
  • Microsoft Dynamics
  • Common Lisp Object System CLOS
  • Objective C
  • Marketo Marketing Automation
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  • Canu
  • Apache Hive
  • Apache Hadoop
  • Win CE
  • Microsoft Project
  • Collaborative Application Markup Language CAML
  • Adobe Flex
  • Modula
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  • Eiffel
  • Functional testing software
  • Data manipulation language DML
  • Loom
  • Snowflake
  • Adobe InDesign
  • Object Management Group Object Request Broker
  • Apache Spark
  • Single sign-on SSO
  • Apache Struts
  • Git
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  • IBM Cognos Impromptu
  • DataVision
  • Test implementation software
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  • Regression testing software
  • Apache Kafka
  • Xcode
  • Computer On-line Real-time Applications Language CORAL 66
  • SAP Crystal Reports
  • Unit testing software
  • Microsoft SQL Server Integration Services SSIS
  • Drupal
  • Spring Framework
  • Informatica software
  • XML Path Language XPATH
  • Sun Microsystems Java Persistence API
  • R
  • Amazon Elastic Compute Cloud EC2
  • Quest Erwin Data Modeler
  • Fault testing software
  • Airtable
  • Embarcadero JBuilder
  • Bootstrap
  • Microsoft ASP.NET
  • Oracle PeopleSoft
  • Apple macOS
  • Gradle
  • J
  • IBM WebSphere MQ
  • Apache Ant
  • Oracle WebLogic Server
  • Amazon Web Services AWS CloudFormation
  • RabbitMQ
  • GNU Image Manipulation Program GIMP
  • Voice over internet protocol VoIP system software
  • ICON programming language
  • Ruby on Rails
  • Oracle JD Edwards EnterpriseOne
  • Simulation program with integrated circuit emphasis SPICE
  • Wireshark
  • Microsoft SQL Server
  • Microsoft Team Foundation Server
  • JavaScript
  • IBM WebSphere
  • Amazon Redshift
  • Software distribution management software
  • Restructured extended executor REXX
  • Visible Razor
  • Google Drive
  • NetSuite ERP
  • Chef
  • Red Hat WildFly
  • In circuit emulators ICE
  • Application servers
  • Mainframe computers
  • Digital cameras
  • Notebook computers
  • Multi-core central processing unit CPU
  • Flash disks
  • Graphics processing unit GPU
  • Directory servers
  • Computer servers
  • Logic analyzers
  • Desktop computers

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