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Automation Risk Analysis

Will “Simulation Developer” be Automated?

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AI Exposure Risk

58%

“Simulation 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%

“Simulation 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

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

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

  • 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.

  • Train users to use new or modified equipment.

  • 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.

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

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

  • Coordinate installation of software system.

  • 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.

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

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

  • Determine system performance standards.

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

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

Technologies & Software

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  • Oracle Java 2 Platform Enterprise Edition J2EE
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  • Document Object Model DOM Scripting
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  • Extensible markup language XML
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  • Selenium
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  • VMware
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  • Adobe InDesign
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  • Win CE
  • Google Sites
  • Structured query language SQL
  • TensorFlow
  • Oracle Eloqua
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  • LAMP Stack
  • Graphical user interface GUI design software
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  • Django
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  • Oracle JD Edwards EnterpriseOne
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  • AJAX
  • Microsoft Exchange
  • MySQL
  • Microsoft Visual Studio
  • Veritas NetBackup
  • Adobe Photoshop
  • File server software
  • Ansible software
  • Apache Tomcat
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  • Simulation program with integrated circuit emphasis SPICE
  • Microsoft SQL Server Integration Services SSIS
  • Oracle Business Intelligence Discoverer
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  • Snowflake
  • Web service definition language WDSL
  • MongoDB
  • Jenkins CI
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  • Microsoft Office software
  • Load testing software
  • UNIX Shell
  • Relational database management software
  • Haskell
  • Moodle
  • Amazon Kinesis
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  • Unit testing software
  • Red Hat WildFly
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  • Microsoft Excel
  • Shell script
  • IBM Rational PurifyPlus
  • Data manipulation language DML
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  • Microsoft Team Foundation Server
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  • Bootstrap
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  • Microsoft ASP.NET
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  • A programming language APL
  • Data analysis software
  • Skype
  • Oberon
  • Microsoft Power Automate
  • Adobe Dreamweaver
  • Apache Subversion SVN
  • Apache Hive
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  • JavaScript Object Notation JSON
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  • Web server software
  • Oracle SQL Developer
  • Apache Ant
  • Oracle Hyperion
  • PuTTY
  • SAP software
  • Gemini Code Assist
  • GitLab
  • Transact-SQL
  • WordPress
  • Oracle Business Intelligence Enterprise Edition
  • Unified modeling language UML
  • Bash
  • Extensible stylesheet language transformations XSLT
  • IBM SPSS Statistics
  • IBM InfoSphere DataStage
  • Google Gmail
  • Algorithmic language ALGOL
  • Software distribution management software
  • Evernote
  • Objective C
  • Gambit Scheme
  • Voice over internet protocol VoIP system software
  • SAP ERP
  • Quest Erwin Data Modeler
  • QNX
  • Bigloo Scheme
  • Apache Struts
  • Blackboard software
  • String oriented symbolic language SNOBOL
  • Microsoft Windows Server
  • Formula translation/translator FORTRAN
  • Component-based Scalable Logical Architecture CSLA
  • Salesforce software
  • Hewlett Packard HP-UX
  • Computer Associates integrated data management system CA-IDMS
  • AWK
  • Structured Query Report SQR
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  • Nagios
  • GroupMe
  • Microsoft Dynamics GP
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  • Kubernetes
  • The MathWorks MATLAB
  • Trimble SketchUp Pro
  • IBM Middleware
  • Source code editor software
  • Microsoft Teams
  • Microsoft ASP.NET Core MVC
  • Codeium
  • IBM Rational ClearCase
  • Operating system shells
  • JFrog Artifactory
  • PyTorch
  • Tableau
  • DeepSeek
  • Eclipse IDE
  • Oracle JDBC
  • Programming language one PL/I
  • v0 by Vercel
  • Spring Framework
  • IBM AIX
  • Bolt.new
  • Apple macOS
  • Event-driven State-machines Programming
  • KornShell
  • American National Standards Institute ANSI C
  • Adobe Flex
  • Oracle Java
  • Mistral (Mistral AI)
  • Microsoft Project
  • Regression testing software
  • Adobe Acrobat
  • Oracle Fusion Middleware
  • ABC: the AspectBench Compiler for AspectJ
  • Microservices Architecture
  • Integration testing software
  • Microsoft SharePoint
  • IBM Cognos Impromptu
  • SAP Adaptive Server Enterprise
  • JUnit
  • Hypertext markup language HTML
  • LibreOffice
  • Hibernate ORM
  • Node.js
  • SAP Business Intelligence
  • Distributed component object model DCOM software
  • National Instruments LabVIEW
  • R
  • Screencastify
  • Real time operating system RTOS software
  • Oracle PL/SQL
  • Adobe ActionScript
  • Microsoft .NET Framework
  • Git
  • Application servers
  • Flash disks
  • Multi-core central processing unit CPU
  • Desktop computers
  • Digital cameras
  • Logic analyzers
  • Computer servers
  • Notebook computers
  • Directory servers
  • In circuit emulators ICE
  • Graphics processing unit GPU
  • Mainframe computers

Alternative Job Titles