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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

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

  • 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.

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

  • 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.

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

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

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

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

  • Coordinate installation of software system.

  • 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.

  • 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.

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

Technologies & Software

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  • Microsoft Excel
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  • Microsoft Visual Basic for Applications VBA
  • Automated installation software
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  • Kubernetes
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  • Python
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  • GraphQL
  • Structured Query Report SQR
  • Oracle Database
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  • GNU Image Manipulation Program GIMP
  • VMware
  • QNX
  • Microsoft SQL Server Integration Services SSIS
  • Splunk Enterprise
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  • Test implementation software
  • JUnit
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  • Software libraries
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  • Blink
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  • Verilog
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  • Chef
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  • Hewlett Packard HP-UX
  • Microsoft Visual C# .NET
  • IBM DB2
  • Algorithmic language ALGOL
  • JavaScript Object Notation JSON
  • Google Slides
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  • Vue.js
  • XML Path Language XPATH
  • Adobe ActionScript
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  • Enterprise application integration EAI software
  • Management information systems MIS
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  • IBM Rational ClearQuest
  • Prolog
  • Cisco Webex
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  • IEA Software Emerald
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  • Oberon
  • Ada
  • Platform as a service PaaS
  • Software distribution management software
  • IBM AIX
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  • Interstate connection ICON
  • Amazon Web Services AWS CloudFormation
  • React Native
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  • Google Android
  • Embedded systems development software
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  • Integration testing software
  • Shell script
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  • Screencastify
  • JavaScript
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  • Microsoft Azure software
  • Objective C
  • National Instruments LabVIEW
  • Apache HTTP Server
  • Microsoft Power BI
  • JavaScript framework software
  • Customer information control system CICS
  • Amazon CodeWhisperer
  • Microsoft OneNote
  • Cisco IOS
  • Canu
  • Microsoft ASP.NET Core MVC
  • Emerald Software Group Emerald Green Office
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  • Microsoft Outlook
  • RESTful API
  • Structured query language SQL
  • Data manipulation language DML
  • Oracle Business Intelligence Discoverer
  • Google Cloud software
  • Oracle JD Edwards EnterpriseOne
  • Salesforce Visualforce
  • Cursor AI
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  • Spring Framework
  • OpenAI ChatGPT
  • Google Sites
  • Microsoft Office software
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  • Source code editor software
  • Codeium
  • Hypertext markup language HTML
  • Interoperability testing software
  • Unit testing software
  • Adobe Illustrator
  • Mistral (Mistral AI)
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  • Eiffel
  • Data definition language DDL
  • Oracle Business Intelligence Enterprise Edition
  • Wireshark
  • Oracle PeopleSoft Financials
  • Apache Flume
  • Redis
  • IBM WebSphere
  • Apache Pig
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  • Beginner's all-purpose symbolic instruction code BASIC
  • Transact-SQL
  • LogMeIn GoToMeeting
  • Simulation program with integrated circuit emphasis SPICE
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  • Eclipse IDE
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  • Bootstrap
  • Moodle
  • Selenium
  • FileMaker Pro
  • Patch management software
  • Usability testing software
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  • McAfee
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  • Red Hat Ansible Engine
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  • React
  • MUMPS M
  • A programming language APL
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  • AJAX
  • Functional testing software
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  • Talend Big Data Integration
  • Oracle E-Business Suite Financials
  • jQuery
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  • ICON programming language
  • Oracle Java
  • RabbitMQ
  • SmugMug Flickr
  • Oracle Fusion Middleware
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  • UNIX
  • LibreOffice
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  • Extensible stylesheet language transformations XSLT
  • Apache Struts
  • JamBoard
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  • Docker
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  • Restructured extended executor REXX
  • Google Gmail
  • Teradata Database
  • Xcode
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  • Apache Subversion SVN
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  • Microsoft Visual Basic.NET
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  • Puppet
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  • Red Hat WildFly
  • Oracle Java Message Service JMS
  • Ruby
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  • Quest Erwin Data Modeler
  • MuleSoft software
  • Adobe Dreamweaver
  • TypeScript
  • Go
  • Software development tools
  • Component object model COM software
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  • Voice over internet protocol VoIP system software
  • Gradle
  • Distributed component object model DCOM software
  • Apache Solr
  • YouTube
  • LinkedIn
  • NortonLifeLock cybersecurity software
  • Microsoft transact-structural query language T-SQL
  • ADO.NET
  • The MathWorks MATLAB
  • Oracle Hyperion
  • Common Lisp Object System CLOS
  • SAP Business Objects
  • Slack
  • Computer On-line Real-time Applications Language CORAL 66
  • GroupMe
  • React Redux
  • Perplexity AI
  • Deployment software
  • Formula translation/translator FORTRAN
  • Gemini Code Assist
  • IBM Rational ClearCase
  • Amazon Kinesis
  • MySQL
  • Apache Hadoop
  • ABC: the AspectBench Compiler for AspectJ
  • Elasticsearch
  • IBM Cognos Impromptu
  • Ubuntu
  • Common business oriented language COBOL
  • SAP NetWeaver
  • Border Gateway Protocol BGP
  • Visible Razor
  • Oracle JavaServer Pages JSP
  • SAP Crystal Reports
  • Zoom
  • Microsoft DirectX
  • JFrog Artifactory
  • Microsoft PowerPoint
  • Storage area network SAN software
  • Static analysis software
  • Scheme
  • Backup and archival software
  • E++ pattern language
  • Linux
  • Minitab
  • Kotlin
  • IBM Domino
  • Security testing software
  • Apache HBase
  • Spring Boot
  • Atlassian JIRA
  • NetSuite ERP
  • LexisNexis
  • Real time operating system RTOS software
  • Event-driven State-machines Programming
  • Microsoft PowerShell
  • Haskell
  • Oracle Primavera Enterprise Project Portfolio Management
  • Regression testing software
  • Hibernate ORM
  • Google Drive
  • Microsoft Active Directory
  • Loom
  • Google Antigravity
  • Gemini (Google)
  • Web service definition language WDSL
  • Microsoft Internet Information Services (IIS)
  • Google Angular
  • Objective Caml
  • Microsoft Windows Server
  • Open Graphics Library OpenGL
  • Django
  • GitHub
  • GitLab
  • Evernote
  • Informatica software
  • SAP Business Intelligence
  • Skype
  • File server software
  • AWK
  • Apache Maven
  • Blackboard software
  • Oracle PL/SQL
  • Drupal
  • Microsoft Active Server Pages ASP
  • Talend Data Fabric
  • IBM Middleware
  • Ruby on Rails
  • R
  • Requirements management software
  • PostgreSQL
  • Microsoft SQL Server
  • Airtable
  • Oracle Solaris
  • Social media sites
  • Microsoft ESP SDK
  • Veritas NetBackup
  • WordPress
  • J
  • Swift
  • Microsoft .NET Framework
  • Configuration management software
  • Claude (Anthropic)
  • LAMP Stack
  • Test design software
  • Jupyter Notebook
  • Graphical user interface GUI design software
  • Embarcadero Delphi
  • Qwen (Alibaba)
  • Microsoft Publisher
  • ChatGPT (OpenAI)
  • Encryption software
  • Ansible software
  • Document Object Model DOM Scripting
  • PyTorch
  • C#
  • Adobe Creative Cloud software
  • Adobe Acrobat
  • NoSQL
  • UNIX Shell
  • Bolt.new
  • Extensible hypertext markup language XHTML
  • Salesforce software
  • Apache Groovy
  • 3M Post-it App
  • FaceTime
  • System testing software
  • Microsoft SQL Server Reporting Services SSRS
  • Google Sheets
  • Apache Tomcat
  • Scala
  • Lovable.dev
  • Enterprise resource planning ERP software
  • Forth
  • Disk operating system DOS
  • Oracle Business Intelligence Suite
  • Apache Airflow
  • Bash
  • Web application software
  • Magellan Firmware
  • Virtual private networking VPN software
  • Single sign-on SSO
  • Microsoft Visual Basic Scripting Edition VBScript
  • Oracle SQL Developer
  • Component-based Scalable Logical Architecture CSLA
  • Red Hat OpenShift
  • Dynamic hypertext markup language DHTML
  • Microsoft Project
  • Dynamic modeling software
  • Web server software
  • Llama (Meta)
  • Alteryx software
  • Graphical user interface GUI builder software
  • Job control language JCL
  • Pascal
  • Perl
  • Migration testing software
  • Operating system shells
  • Adobe Photoshop
  • Advanced business application programming ABAP
  • Microsoft ASP.NET
  • IBM SPSS Statistics
  • Google Analytics
  • B-Method
  • Dropbox
  • Programming language one PL/I
  • Figma
  • Git
  • Adobe InDesign
  • Microsoft Visual Basic
  • Mutation testing software
  • Computer servers
  • In circuit emulators ICE
  • Application servers
  • Flash disks
  • Mainframe computers
  • Logic analyzers
  • Notebook computers
  • Desktop computers
  • Multi-core central processing unit CPU
  • Digital cameras
  • Directory servers
  • Graphics processing unit GPU

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