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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

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

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

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

  • Determine system performance standards.

  • 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.

  • Train users to use new or modified equipment.

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

  • 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.

  • 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.

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

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

  • Coordinate installation of software system.

  • 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.

Technologies & Software

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

Alternative Job Titles