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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.

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

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

  • 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.

  • Renew domain name registrations.

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

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

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

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

  • Establish appropriate server directory trees.

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

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

  • Select programming languages, design tools, or applications.

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

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

  • Develop or implement procedures for ongoing Web site revision.

  • Develop databases that support Web applications and Web sites.

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

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

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

  • Evaluate or recommend server hardware or software.

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

  • Develop system interaction or sequence diagrams.

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

  • Write supporting code for Web applications or Web sites.

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

  • Recommend and implement performance improvements.

  • Perform or direct Web site updates.

Technologies & Software

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