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Automation Risk Analysis

Will “Video Game Engineer” be Automated?

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AI Exposure Risk

58%

“Video Game 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%

“Video Game 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

  • 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.

  • 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.

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

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

  • 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.

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

  • Train users to use new or modified equipment.

  • 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.

  • Determine system performance standards.

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

  • Coordinate installation of software system.

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

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

Technologies & Software

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

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