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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

  • 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.

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

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

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

  • Coordinate installation of software system.

  • Determine system performance standards.

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

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

  • Train users to use new or modified equipment.

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

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

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

  • 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.

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

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

Technologies & Software

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

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