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Automation Risk Analysis

Will “Computer Application Engineer” be Automated?

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AI Exposure Risk

58%

“Computer Application 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%

“Computer Application 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

  • Coordinate installation of software system.

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

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

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

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

  • 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.

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

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

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

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

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

  • Determine system performance standards.

  • 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.

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

  • Train users to use new or modified equipment.

Technologies & Software

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

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