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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

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

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

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

  • Develop or direct software system testing or validation procedures, programming, or documentation.

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

  • 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.

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

  • Determine system performance standards.

  • 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.

  • Train users to use new or modified equipment.

  • Coordinate installation of software system.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

  • 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.

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

Technologies & Software

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

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