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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

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

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

  • Coordinate installation of software system.

  • 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.

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

  • 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.

  • 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.

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

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

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

  • Determine system performance standards.

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

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

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

Technologies & Software

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  • RabbitMQ
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  • Test design software
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  • Enterprise application integration EAI software
  • VMware
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  • Microsoft Visual Basic.NET
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  • Graphical user interface GUI design software
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  • Dynamic hypertext markup language DHTML
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  • A programming language APL
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  • Adobe InDesign
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  • Tableau
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  • Oracle Hyperion
  • Microsoft Project
  • Google Analytics
  • Embarcadero JBuilder
  • Oracle JavaServer Pages JSP
  • Apache Kafka
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  • IBM Middleware
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  • Storage area network SAN software
  • Microsoft Active Server Pages ASP
  • Skype
  • MUMPS M
  • Apache Ant
  • Win CE
  • IBM Terraform
  • Microsoft Visual Basic Scripting Edition VBScript
  • Cursor AI
  • R
  • Oracle Database
  • Simple API for XML SAX
  • Microsoft PowerShell
  • Oracle Fusion Applications
  • Formula translation/translator FORTRAN
  • SAP Business Objects
  • Forth
  • Oberon
  • Adobe ActionScript
  • Document Object Model DOM Scripting
  • GitLab
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  • Virtual private networking VPN software
  • Adobe Flex
  • Microsoft ESP SDK
  • Oracle Solaris
  • Customer information control system CICS
  • Data analysis software
  • Ansible software
  • Amazon DynamoDB
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  • UNIX
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  • Red Hat WildFly
  • XML Path Language XPATH
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  • Bash
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  • Microsoft Excel
  • Microsoft OneNote
  • Swift
  • Xcode
  • LexisNexis
  • Microsoft SQL Server Integration Services SSIS
  • SAS
  • Google Android
  • ChatGPT (OpenAI)
  • Atlassian Bitbucket
  • Microsoft SQL Server Reporting Services SSRS
  • Unified modeling language UML
  • Microsoft Windows
  • IBM Rational ClearQuest
  • Grok (xAI)
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  • SAP ERP
  • Microsoft Team Foundation Server
  • MicroStrategy
  • Integration testing software
  • Blackbaud The Raiser's Edge
  • Delphi Technology
  • Amazon Web Services AWS CloudFormation
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  • Requirements management software
  • Microservices Architecture
  • GitHub Copilot
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  • Extensible hypertext markup language XHTML
  • The MathWorks MATLAB
  • Scala
  • Amazon Elastic Compute Cloud EC2
  • NoSQL
  • IBM z/OS operating systems
  • ABC Compiler
  • Slack
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  • Data manipulation language DML
  • Google Slides
  • Microsoft Dynamics GP
  • Common Lisp Object System CLOS
  • Ext JS
  • Transact-SQL
  • Spring Framework
  • Microsoft Internet Information Services (IIS)
  • Informatica software
  • v0 by Vercel
  • List processing language LISP
  • Apache Airflow
  • Oracle Reports
  • Cisco Webex
  • SAP Business Intelligence
  • Veritas NetBackup
  • Scheme
  • Microsoft DirectX
  • Teradata Database
  • Microsoft Windows Server
  • Microsoft Visual Studio
  • MuleSoft software
  • Document management system software
  • Drupal
  • Functional testing software
  • Chef
  • Microsoft Exchange
  • Symantec Visual Cafe
  • StataCorp Stata
  • LinkedIn
  • Blink
  • Microsoft Visio
  • IBM WebSphere MQ
  • GraphQL
  • Oracle Business Intelligence Enterprise Edition
  • Prolog
  • Citrix cloud computing software
  • IBM Rational Rose XDE
  • Microsoft Power BI
  • Adobe Dreamweaver
  • Oracle Cloud software
  • Distributed component object model DCOM software
  • Spring Boot
  • Structured query language SQL
  • IBM Power Systems software
  • Regression testing software
  • Web application software
  • Adobe Acrobat
  • Data definition language DDL
  • Perforce Helix software
  • GroupMe
  • Enterprise JavaBeans
  • Microsoft Office software
  • Red Hat Ansible Engine
  • GNU Image Manipulation Program GIMP
  • Salesforce software
  • AWK
  • ESRI ArcGIS software
  • Dynamic analysis software
  • Amazon Redshift
  • Bolt.new
  • Google Cloud software
  • JavaScript
  • Amazon Kinesis
  • Vue.js
  • DataVision
  • Management information systems MIS
  • Apache Hive
  • Marketo Marketing Automation
  • React
  • UNIX Shell
  • WordPress
  • SAP Adaptive Server Enterprise
  • Oracle PeopleSoft Financials
  • Stress testing software
  • Oracle Application Server
  • Red Hat OpenShift
  • Microsoft transact-structural query language T-SQL
  • Amazon CodeWhisperer
  • SonarQube
  • Logic analyzers
  • Graphics processing unit GPU
  • Computer servers
  • In circuit emulators ICE
  • Directory servers
  • Mainframe computers
  • Digital cameras
  • Notebook computers
  • Flash disks
  • Multi-core central processing unit CPU
  • Desktop computers
  • Application servers

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