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Automation Risk Analysis

Will “Technology Applications Engineer” be Automated?

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AI Exposure Risk

59%

“Technology Applications 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Technology Applications Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Web Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Develop and implement websites, web applications, application databases, and interactive web interfaces. Evaluate code to ensure that it is properly structured, meets industry standards, and is compatible with browsers and devices. Optimize website performance, scalability, and server-side code and processes. May develop website infrastructure and integrate websites with other computer applications.

Avg. Annual Salary $98,790
Avg. Hourly Wage $47.50
Available Jobs (US) 78,860
Job Title & Hierarchy Code (SOC) Web Developers #15-1254
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Web Developers”

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Core Skills & Abilities

  • Document technical factors such as server load, bandwidth, database performance, and browser and device types.

  • Create Web models or prototypes that include physical, interface, logical, or data models.

  • Document test plans, testing procedures, or test results.

  • Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.

  • Evaluate or recommend server hardware or software.

  • Perform or direct Web site updates.

  • Establish appropriate server directory trees.

  • Collaborate with management or users to develop e-commerce strategies and to integrate these strategies with Web sites.

  • Renew domain name registrations.

  • Confer with management or development teams to prioritize needs, resolve conflicts, develop content criteria, or choose solutions.

  • Research, document, rate, or select alternatives for Web architecture or technologies.

  • Develop or implement procedures for ongoing Web site revision.

  • Select programming languages, design tools, or applications.

  • Monitor security system performance logs to identify problems and notify security specialists when problems occur.

  • Develop system interaction or sequence diagrams.

  • Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.

  • Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.

  • Perform Web site tests according to planned schedules, or after any Web site or product revision.

  • Develop databases that support Web applications and Web sites.

  • Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.

  • Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.

  • Respond to user email inquiries, or set up automated systems to send responses.

  • Write supporting code for Web applications or Web sites.

  • Recommend and implement performance improvements.

  • Back up files from Web sites to local directories for instant recovery in case of problems.

  • Analyze user needs to determine technical requirements.

  • Incorporate technical considerations into Web site design plans, such as budgets, equipment, performance requirements, and legal issues including accessibility and privacy.

  • Install and configure hypertext transfer protocol (HTTP) servers and associated operating systems.

  • Design and implement Web site security measures, such as firewalls and message encryption.

Technologies & Software

  • Bootstrap
  • Redis
  • Vue.js
  • Moodle
  • RequireJS
  • Google Ads
  • IBM Rational Rose XDE
  • JamBoard
  • Perforce Helix software
  • Microsoft Visual Basic for Applications VBA
  • Go
  • Oracle Solaris
  • AJAX
  • Sitecore CMS
  • Adobe Dreamweaver
  • Epic Systems
  • Apache Subversion SVN
  • Web application software
  • Oracle Fusion Middleware
  • GraphQL
  • Lovable.dev
  • Microsoft Visual C# .NET
  • Amazon Simple Storage Service S3
  • Flipgrid
  • Qlik Tech QlikView
  • C
  • Blink
  • Apache HTTP Server
  • MongoDB
  • Airtable
  • MySQL
  • Screencast-O-Matic
  • Git
  • Adobe Flex
  • Qwen (Alibaba)
  • JavaScript framework software
  • Adobe Photoshop
  • JavaScript Object Notation JSON
  • Extensible markup language XML
  • IBM Notes
  • Facebook
  • IBM Informix
  • MeteorJS
  • Gemini Code Assist
  • Objective C
  • LinkedIn
  • Amazon DynamoDB
  • Syntactically awesome style sheets SASS
  • Common gateway interface CGI
  • Quest Erwin Data Modeler
  • Microsoft Visio
  • Blackboard software
  • Salesforce software
  • Jekyll
  • IBM WebSphere
  • v0 by Vercel
  • Unified modeling language UML
  • Microsoft SharePoint
  • Apache Solr
  • NetSuite ERP
  • Drupal
  • Amazon Web Services AWS software
  • Oracle JD Edwards EnterpriseOne
  • Dynamic hypertext markup language DHTML
  • Adobe Acrobat
  • ESRI ArcGIS software
  • Hewlett Packard LoadRunner
  • Ubuntu
  • webpack
  • DeepSeek
  • Figma
  • jQuery
  • JUnit
  • Amazon CodeWhisperer
  • IBM Cognos Impromptu
  • Google Analytics
  • Salesforce Visualforce
  • Claude (Anthropic)
  • Screencastify
  • GitHub
  • Oracle Database
  • RESTful API
  • Mistral AI (chat/models)
  • Hewlett Packard HP-UX
  • Apache Groovy
  • SAP software
  • Spring Framework
  • Job control language JCL
  • Apache Maven
  • Transact-SQL
  • Microsoft Excel
  • Eclipse IDE
  • JavaScript
  • Microsoft .NET Framework
  • NoSQL
  • TypeScript
  • Trimble SketchUp Pro
  • IBM InfoSphere DataStage
  • Adobe InDesign
  • Microsoft Active Server Pages ASP
  • Oracle Eloqua
  • Tabnine
  • Extensible stylesheet language transformations XSLT
  • Microsoft ASP.NET
  • Delphi Technology
  • PhantomJS
  • Microsoft Office software
  • Codeium
  • Google Antigravity
  • LAMP Stack
  • Kubernetes
  • Apple Final Cut Pro
  • Relational database management software
  • Nova (Amazon)
  • Microsoft SQL Server Reporting Services SSRS
  • Node.js
  • Microsoft PowerShell
  • Ruby
  • Oracle JDBC
  • Red Hat Enterprise Linux
  • Docker
  • Common business oriented language COBOL
  • Adobe Creative Cloud software
  • Perl
  • Tableau
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Nunjucks
  • 3M Post-it App
  • HubSpot software
  • R
  • Google Meet
  • Kapwing
  • IBM SPSS Statistics
  • Red Hat OpenShift
  • MarkLogic
  • Atlassian Bitbucket
  • Web content management system CMS software
  • Zend Framework
  • Apache Tomcat
  • Google Docs
  • MicroStrategy
  • Puppet
  • Devin (Cognition AI)
  • Extensible stylesheet language XSL
  • Integrated development environment IDE software
  • Microsoft Windows Server
  • Microsoft ActiveX
  • PostgreSQL
  • Microsoft Visual Basic.NET
  • Oracle Business Intelligence Enterprise Edition
  • Geographic information system GIS software
  • Cascading style sheets CSS
  • Teradata Database
  • Microsoft SQL Server
  • Microsoft Windows
  • HashiCorp Vagrant
  • SmugMug Flickr
  • Jenkins CI
  • Ext JS
  • Microsoft Visual InterDev
  • Amazon Web Services AWS CloudFormation
  • Scala
  • Dropbox
  • Nagios
  • Microsoft Access
  • Adobe Illustrator
  • Backbone.js
  • Evernote
  • Atlassian HipChat
  • Marketo Marketing Automation
  • Apache Kafka
  • Apple macOS
  • Microservices Architecture
  • Ansible software
  • Mistral (Mistral AI)
  • YouTube
  • KornShell
  • Apple Cocoa
  • Bolt.new
  • Selenium
  • Apache Spark
  • React Redux
  • Jest
  • Atlassian Confluence
  • SAS
  • FlexBox
  • Microsoft ASP.NET Core MVC
  • FileMaker Pro
  • Apache Pig
  • Adobe After Effects
  • SAP Crystal Reports
  • Structured query language SQL
  • Kimi (Moonshot AI)
  • Cursor AI
  • Hypertext markup language HTML
  • Oracle WebLogic Server
  • Oracle Fusion Applications
  • Django
  • SAP Business Objects
  • Google Drive
  • Splunk Enterprise
  • Google Cloud software
  • Social media sites
  • Shell script
  • Skype
  • IBM Domino
  • Slack
  • Oracle Java
  • Python
  • Apache Hive
  • JetBrains PhpStorm
  • Amazon Kinesis
  • Linux
  • WordPress
  • C#
  • Microsoft SQL Server Integration Services SSIS
  • GitHub Copilot
  • Microsoft Commerce Server
  • Atlassian Bamboo
  • Grok (xAI)
  • Spring Boot
  • Amazon Redshift
  • ChatGPT (OpenAI)
  • Microsoft Azure software
  • Oracle JavaServer Pages JSP
  • Relational database management system software
  • Extensible hypertext markup language XHTML
  • PHP
  • Microsoft Internet Information Services (IIS)
  • Red Hat WildFly
  • React
  • Advanced business application programming ABAP
  • Microsoft Visual Basic Scripting Edition VBScript
  • Oracle PL/SQL
  • Ruby on Rails
  • Apple Keynote
  • Google Angular
  • Travis
  • Elasticsearch
  • Enterprise JavaBeans
  • Amazon Elastic Compute Cloud EC2
  • Google Android
  • The MathWorks MATLAB
  • Hibernate ORM
  • NortonLifeLock cybersecurity software
  • Llama (Meta)
  • Microsoft Dynamics
  • Apache Struts
  • Apache Cassandra
  • Swift
  • Microsoft Visual Basic
  • Apache Ant
  • Chef
  • Jupyter Notebook
  • Google Sites
  • Wireshark
  • Cisco Webex
  • Microsoft Visual Studio
  • Adobe ActionScript
  • IBM Power Systems software
  • Bash
  • Microsoft Publisher
  • InVision software
  • Perplexity AI
  • UNIX Shell
  • Atlassian JIRA
  • Microsoft Visual SourceSafe
  • Google Slides
  • Gemini (Google)
  • Customer information control system CICS
  • Apache Hadoop
  • UNIX
  • Microsoft Project
  • C++
  • Universal serial bus USB flash drives
  • Laptop computers
  • Web servers
  • Personal computers
  • Application servers
  • Desktop computers