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Automation Risk Analysis

Will “Graphic Engineer” be Automated?

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AI Exposure Risk

58%

“Graphic 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%

“Graphic 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

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

  • 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.

  • 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.

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

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

  • Determine system performance standards.

  • 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.

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

  • Coordinate installation of software system.

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

  • Train users to use new or modified equipment.

  • 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.

Technologies & Software

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

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