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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

  • Analyze user needs to determine technical requirements.

  • Renew domain name registrations.

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

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

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

  • Write supporting code for Web applications or Web sites.

  • Develop databases that support Web applications and Web sites.

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

  • Develop system interaction or sequence diagrams.

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

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

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

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

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

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

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

  • Recommend and implement performance improvements.

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

  • Select programming languages, design tools, or applications.

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

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

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

  • Establish appropriate server directory trees.

  • Perform or direct Web site updates.

  • Evaluate or recommend server hardware or software.

Technologies & Software

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