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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

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

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

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

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

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

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

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

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

  • 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.

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

  • Train users to use new or modified equipment.

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

  • Coordinate installation of software system.

  • 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.

  • Determine system performance standards.

Technologies & Software

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

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