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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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Determine system performance standards.

  • Train users to use new or modified equipment.

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

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

  • Coordinate installation of software system.

Technologies & Software

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

Alternative Job Titles