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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

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

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

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

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

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

  • 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.

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

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

  • Coordinate installation of software system.

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

  • Determine system performance standards.

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

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

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

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

  • Train users to use new or modified equipment.

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  • Document Object Model DOM Scripting
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  • Microsoft ActiveX
  • Kimi (Moonshot AI)
  • Ruby on Rails
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  • Scheme
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  • NetSuite ERP
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  • GNU Image Manipulation Program GIMP
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  • Enterprise JavaBeans
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  • StataCorp Stata
  • Trimble SketchUp Pro
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  • Mistral AI (chat/models)
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  • Apple iOS
  • Apache Ant
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  • Oracle Java 2 Platform Enterprise Edition J2EE
  • DataVision
  • Simple API for XML SAX
  • Google Cloud software
  • Microsoft Active Server Pages ASP
  • IBM Rational PurifyPlus
  • MongoDB
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  • Collaborative Application Markup Language CAML
  • Python
  • Oracle WebLogic Server
  • Apache Maven
  • Oracle JavaServer Pages JSP
  • Adobe After Effects
  • Voice over internet protocol VoIP system software
  • Oracle JDBC
  • Microsoft Visual Basic for Applications VBA
  • TensorFlow
  • FaceTime
  • Spring Boot
  • Computer On-line Real-time Applications Language CORAL 66
  • Ruby
  • Adobe InDesign
  • Apache Flume
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  • Oracle Eloqua
  • PHP
  • SAP ERP
  • React Redux
  • ServiceNow
  • WordPress
  • Splunk Enterprise
  • Microsoft Office software
  • B-Method
  • Microsoft Access
  • Microsoft Visual Basic.NET
  • Microsoft Publisher
  • SAP Business Intelligence
  • Google Sites
  • IBM Rational RequisitePro
  • JavaScript Object Notation JSON
  • Red Hat Ansible Engine
  • ICON programming language
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  • Software development tools
  • JavaScript framework software
  • Oracle Fusion Applications
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  • Extensible markup language XML
  • React
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  • PuTTY
  • IBM DB2
  • Apache Pig
  • Cascading style sheets CSS
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  • Delphi Technology
  • Microsoft OneNote
  • FileMaker Pro
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  • Microsoft Visio
  • Gradle
  • DeepSeek
  • Apache Solr
  • Deployment software
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  • Storage area network SAN software
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  • MySQL
  • File server software
  • Microservices Architecture
  • Amazon Kinesis
  • PostgreSQL
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  • Amazon DynamoDB
  • JUnit
  • Microsoft ASP.NET Core MVC
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  • List processing language LISP
  • IBM AIX
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  • Eiffel
  • Adobe Acrobat
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  • J
  • Configuration management software
  • Spring Framework
  • Canu
  • Red Hat Enterprise Linux
  • Interoperability testing software
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  • LexisNexis
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  • ABC: the AspectBench Compiler for AspectJ
  • Software distribution management software
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  • Amazon Web Services AWS CloudFormation
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  • Requirements management software
  • Ubuntu
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  • NoSQL
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  • ChatGPT (OpenAI)
  • RabbitMQ
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  • Structured Query Report SQR
  • Apache HBase
  • Adobe Dreamweaver
  • Oracle E-Business Suite Financials
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  • Migration software
  • Moodle
  • Oracle JD Edwards EnterpriseOne
  • Microsoft Teams
  • GraphQL
  • IBM Cognos Impromptu
  • LogMeIn GoToMeeting
  • Citrix cloud computing software
  • Simulation program with integrated circuit emphasis SPICE
  • Web server software
  • Apache Cassandra
  • Bash
  • Minitab
  • Algorithmic language ALGOL
  • Amazon Web Services AWS software
  • Microsoft Azure software
  • Oracle Reports
  • Microsoft Active Directory
  • Data manipulation language DML
  • GitLab
  • Disk operating system DOS
  • Jenkins CI
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  • GitHub Copilot
  • Apache Airflow
  • Unified modeling language UML
  • Usability testing software
  • Microsoft ESP SDK
  • Google Meet
  • GitHub
  • Extensible hypertext markup language XHTML
  • Codeium
  • Transact-SQL
  • Microsoft Excel
  • Microsoft Visual Basic Scripting Edition VBScript
  • Microsoft Azure DevOps Services
  • C
  • Backup and archival software
  • Apache Kafka
  • Prolog
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  • Objective C
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  • Microsoft Word
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  • Google Analytics
  • Customer information control system CICS
  • McAfee
  • Apache HTTP Server
  • Teradata Database
  • Docker
  • LibreOffice
  • LogMeIn GoToWebinar
  • Structured query language SQL
  • Backbone.js
  • Microsoft ASP.NET
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  • Adobe Creative Cloud software
  • Apache Avro
  • Microsoft Dynamics GP
  • GroupMe
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  • Kubernetes
  • System testing software
  • C#
  • Oracle Business Intelligence Discoverer
  • Advanced business application programming ABAP
  • Qwen (Alibaba)
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  • Functional testing software
  • Blink
  • Apache Spark
  • UNIX
  • Fault testing software
  • Shell script
  • SAP Adaptive Server Enterprise
  • Bigloo Scheme
  • Microsoft Power Automate
  • Microsoft SQL Server Integration Services SSIS
  • Apple macOS
  • SAP Business Objects
  • Static analysis software
  • Bolt.new
  • Test implementation software
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  • Eclipse Jersey
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  • Snowflake
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  • JFrog Artifactory
  • Security testing software
  • Web application software
  • Restructured extended executor REXX
  • Relational database management software
  • Management information systems MIS
  • Formula translation/translator FORTRAN
  • Hewlett Packard LoadRunner
  • MUMPS M
  • Adobe Flex
  • Forth
  • IBM z/OS operating systems
  • Alteryx software
  • Patch management software
  • TypeScript
  • Source code editor software
  • Microsoft Internet Information Services (IIS)
  • A programming language APL
  • Redis
  • Common business oriented language COBOL
  • Automated installation software
  • IBM Terraform
  • Oberon
  • Load testing software
  • Interstate connection ICON
  • SAP NetWeaver
  • Qlik Tech QlikView
  • Call-processing language CPL
  • SonarQube
  • LAMP Stack
  • Enterprise application integration EAI software
  • KornShell
  • Modula
  • Encryption software
  • Unit testing software
  • IBM Rational ClearQuest
  • Microsoft Visual Basic
  • Microsoft PowerPoint
  • Eclipse IDE
  • Hypertext markup language HTML
  • Hibernate ORM
  • Allaire ColdFusion
  • Graphical user interface GUI design software
  • Marketo Marketing Automation
  • Oracle PL/SQL
  • Single sign-on SSO
  • Microsoft transact-structural query language T-SQL
  • Distributed component object model DCOM software
  • Web service definition language WDSL
  • Regression testing software
  • IBM Middleware
  • MuleSoft software
  • Atlassian JIRA
  • Social media sites
  • Operating system shells
  • Border Gateway Protocol BGP
  • Cisco IOS
  • AWK
  • Embedded systems development software
  • Adobe ActionScript
  • Apache Hive
  • Amazon Simple Storage Service S3
  • Microsoft Outlook
  • IBM Domino
  • Vue.js
  • Chef
  • jQuery
  • Data definition language DDL
  • Devin (Cognition AI)
  • Hewlett Packard HP-UX
  • SmugMug Flickr
  • Integration testing software
  • Apache Groovy
  • MicroStrategy
  • Microsoft Visual C# .NET
  • Linux
  • Microsoft Exchange
  • Win CE
  • Document management system software
  • RESTful API
  • Node.js
  • Oracle Solaris
  • Job control language JCL
  • SAP Crystal Reports
  • Dynamic modeling software
  • Real time operating system RTOS software
  • Desktop computers
  • Graphics processing unit GPU
  • Application servers
  • Digital cameras
  • Multi-core central processing unit CPU
  • In circuit emulators ICE
  • Directory servers
  • Mainframe computers
  • Logic analyzers
  • Flash disks
  • Computer servers
  • Notebook computers

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