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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

  • 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.

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

  • Train users to use new or modified equipment.

  • 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.

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

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

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

  • 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.

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

  • Coordinate installation of software system.

  • Determine system performance standards.

Technologies & Software

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

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