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Automation Risk Analysis

Will “Computer Engineer” be Automated?

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AI Exposure Risk

58%

“Computer 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%

“Computer 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.

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

  • Determine system performance standards.

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

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

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

  • 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.

  • 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.

  • Train users to use new or modified equipment.

  • Coordinate installation of software system.

  • 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.

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

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

Technologies & Software

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

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