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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

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

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

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

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

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

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

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

  • 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.

  • Train users to use new or modified equipment.

  • Determine system performance standards.

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

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

Technologies & Software

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

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