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Automation Risk Analysis

Will “Embedded Engineer” be Automated?

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AI Exposure Risk

58%

“Embedded 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%

“Embedded 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.

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

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

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

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

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

  • Coordinate installation of software system.

  • Determine system performance standards.

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

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

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

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

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

  • Train users to use new or modified equipment.

  • 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.

Technologies & Software

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

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