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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

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

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

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

  • Coordinate installation of software system.

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

  • Determine system performance standards.

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

  • Train users to use new or modified equipment.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles