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Automation Risk Analysis

Will “Embedded Software Engineer” be Automated?

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AI Exposure Risk

58%

“Embedded Software 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 Software 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

  • Coordinate installation of software system.

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

  • 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.

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

  • 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.

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

  • Determine system performance standards.

  • 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.

  • 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.

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

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

  • Train users to use new or modified equipment.

Technologies & Software

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

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