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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

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

  • Recommend and implement performance improvements.

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

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

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

  • Analyze user needs to determine technical requirements.

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

  • Renew domain name registrations.

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

  • Establish appropriate server directory trees.

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

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

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

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

  • Write supporting code for Web applications or Web sites.

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

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

  • Select programming languages, design tools, or applications.

  • Develop databases that support Web applications and Web sites.

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

  • Develop system interaction or sequence diagrams.

  • Evaluate or recommend server hardware or software.

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

  • Perform or direct Web site updates.

  • 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.

Technologies & Software

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