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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

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

  • 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.

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

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

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

  • Coordinate installation of software system.

  • 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.

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

  • Train users to use new or modified equipment.

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

  • 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.

  • Determine system performance standards.

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

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

Technologies & Software

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

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