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Automation Risk Analysis

Will “Software Development Engineer” be Automated?

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AI Exposure Risk

58%

“Software Development 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 Development 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

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

  • Train users to use new or modified equipment.

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

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

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

  • Determine system performance standards.

  • Coordinate installation of software system.

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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

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