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Automation Risk Analysis

Will “Embedded Systems Software Developer” be Automated?

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AI Exposure Risk

58%

“Embedded Systems Software Developer” 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%

“Embedded Systems Software Developer” 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

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

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

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

  • 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.

  • Train users to use new or modified equipment.

  • 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.

  • Determine system performance standards.

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

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

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

  • 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.

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

  • Coordinate installation of software system.

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

Technologies & Software

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

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