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

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

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

  • Determine system performance standards.

  • 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.

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

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

  • Coordinate installation of software system.

  • 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.

  • 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.

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

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

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

  • Train users to use new or modified equipment.

Technologies & Software

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

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