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Automation Risk Analysis

Will “Game Engineer” be Automated?

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AI Exposure Risk

58%

“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%

“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.

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

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

  • Coordinate installation of software system.

  • Determine system performance standards.

  • 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.

  • 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.

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

  • 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.

  • Train users to use new or modified equipment.

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

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

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

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

Technologies & Software

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

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