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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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Train users to use new or modified equipment.

  • Coordinate installation of software system.

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

  • Determine system performance standards.

Technologies & Software

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

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