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Automation Risk Analysis

Will “Game Developer” be Automated?

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AI Exposure Risk

58%

“Game Developer” 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 Developer” 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

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

  • Train users to use new or modified equipment.

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

  • 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.

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

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

  • 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.

  • Determine system performance standards.

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

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

  • Coordinate installation of software system.

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

Technologies & Software

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

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