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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

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

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

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

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

  • Determine system performance standards.

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

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

  • 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.

  • Train users to use new or modified equipment.

  • 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.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • 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.

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

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

Technologies & Software

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

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