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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

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

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

  • 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.

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

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

  • Coordinate installation of software system.

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

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

  • 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.

  • 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.

  • Determine system performance standards.

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

  • 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.

Technologies & Software

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

Alternative Job Titles