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Automation Risk Analysis

Will “Software Application Engineer” be Automated?

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AI Exposure Risk

58%

“Software 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%

“Software 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

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

  • 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.

  • Train users to use new or modified equipment.

  • 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.

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

  • Coordinate installation of software system.

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

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

  • 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.

  • 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.

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

  • Determine system performance standards.

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

Technologies & Software

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

Alternative Job Titles