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Automation Risk Analysis

Will “Embedded Systems Software Developer” be Automated?

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AI Exposure Risk

58%

“Embedded Systems Software Developer” 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 Systems Software Developer” 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

  • 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.

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

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

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

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

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

  • 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.

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

  • Determine system performance standards.

  • Coordinate installation of software system.

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

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

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

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

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

Technologies & Software

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  • Microsoft Visual Basic for Applications VBA
  • Apache Airflow
  • Tableau
  • Data definition language DDL
  • Python
  • Amazon Simple Storage Service S3
  • Disk operating system DOS
  • Document Object Model DOM Scripting
  • C#
  • IBM Rational Rose XDE
  • Sun Microsystems Java Persistence API
  • Modula
  • Git
  • GitHub
  • Microsoft Dynamics
  • Customer information control system CICS
  • Google Slides
  • Microsoft Access
  • R
  • IBM Rational RequisitePro
  • Microsoft Windows
  • JavaScript framework software
  • SAP PowerBuilder
  • Apache Pig
  • Beginner's all-purpose symbolic instruction code BASIC
  • Transact-SQL
  • Source code editor software
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  • Oracle Database
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  • E++ pattern language
  • Simple API for XML SAX
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  • Functional testing software
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  • OpenAI ChatGPT
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  • Zoom
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  • MUMPS M
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  • Dynamic analysis software
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  • Spring Boot
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  • Oracle Fusion Middleware
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  • Oberon
  • Apache Spark
  • Migration software
  • Oracle Java
  • Trimble SketchUp Pro
  • Structured query language SQL
  • Microsoft Visual Basic Scripting Edition VBScript
  • IBM z/OS operating systems
  • Border Gateway Protocol BGP
  • Microsoft OneNote
  • Airtable
  • Objective Caml
  • JamBoard
  • React Redux
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  • Microservices Architecture
  • Requirements management software
  • Ada
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  • UNIX
  • Computer On-line Real-time Applications Language CORAL 66
  • GNU Image Manipulation Program GIMP
  • C
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  • Unit testing software
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  • IEA Software Emerald
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  • Recovery testing software
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  • Microsoft Outlook
  • Apache Oozie
  • SAS
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  • Apache HBase
  • Microsoft ASP.NET Core MVC
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  • NoSQL
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  • Talend Big Data Integration
  • Hibernate ORM
  • Canu
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  • Google Sheets
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  • LexisNexis
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  • Oracle JD Edwards EnterpriseOne
  • Hewlett Packard HP-UX
  • Perl
  • Snowflake
  • Shell script
  • Dropbox
  • Microsoft Excel
  • Atlassian Bamboo
  • Microsoft Publisher
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  • Talend Data Fabric
  • Object Management Group Object Request Broker
  • Swift
  • QNX
  • SAP Business Intelligence
  • Microsoft Visio
  • Kubernetes
  • Microsoft Internet Information Services (IIS)
  • Apache Tomcat
  • Simulation program with integrated circuit emphasis SPICE
  • Microsoft Power BI
  • Google Gmail
  • Test implementation software
  • Oracle Application Server
  • Relational database management software
  • Microsoft SharePoint
  • PyTorch
  • Selenium
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  • Microsoft Word
  • National Instruments LabVIEW
  • JavaScript Object Notation JSON
  • Oracle Business Intelligence Discoverer
  • SAP ERP
  • ServiceNow
  • IBM Notes
  • Firewall software
  • Red Hat WildFly
  • Microsoft Active Server Pages ASP
  • jQuery
  • Oracle Hyperion
  • StataCorp Stata
  • American National Standards Institute ANSI C
  • SAP Business Objects
  • Google Meet
  • Blackbaud The Raiser's Edge
  • Bootstrap
  • DeepSeek
  • Amazon Redshift
  • Ext JS
  • Oracle JavaServer Pages JSP
  • Load testing software
  • Atlassian Bitbucket
  • String oriented symbolic language SNOBOL
  • Allaire ColdFusion
  • Computer Associates integrated data management system CA-IDMS
  • Microsoft PowerPoint
  • Eclipse Jersey
  • Llama (Meta)
  • Oracle Business Intelligence Enterprise Edition
  • Skype
  • Enterprise application integration EAI software
  • GroupMe
  • Scala
  • Oracle Solaris
  • RESTful API
  • Microsoft SQL Server
  • SmugMug Flickr
  • Apache Maven
  • LogMeIn GoToMeeting
  • Red Hat OpenShift
  • Kotlin
  • Red Hat Ansible Engine
  • KornShell
  • Microsoft Project
  • Apache Flume
  • Mistral (Mistral AI)
  • Blackboard software
  • Common Lisp Object System CLOS
  • Node.js
  • LinkedIn
  • Microsoft .NET Framework
  • Pascal
  • Jupyter Notebook
  • Apache Hive
  • Smalltalk
  • Event-driven State-machines Programming
  • Forth
  • Application servers
  • Graphics processing unit GPU
  • Mainframe computers
  • Flash disks
  • Notebook computers
  • Multi-core central processing unit CPU
  • Desktop computers
  • Logic analyzers
  • In circuit emulators ICE
  • Computer servers
  • Digital cameras
  • Directory servers

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