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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

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

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

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

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

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

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

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

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

  • 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.

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

  • Train users to use new or modified equipment.

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

  • Coordinate installation of software system.

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

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

  • Determine system performance standards.

Technologies & Software

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

Alternative Job Titles