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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

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

  • 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.

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

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

  • 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.

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

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

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

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

  • Coordinate installation of software system.

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

  • Determine system performance standards.

  • 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.

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

Technologies & Software

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

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