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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

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

  • Develop databases that support Web applications and Web sites.

  • Establish appropriate server directory trees.

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

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

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

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

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

  • Develop system interaction or sequence diagrams.

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

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

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

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

  • Select programming languages, design tools, or applications.

  • Renew domain name registrations.

  • Write supporting code for Web applications or 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.

  • 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.

  • Analyze user needs to determine technical requirements.

  • Perform or direct Web site updates.

  • Evaluate or recommend server hardware or software.

  • Recommend and implement performance improvements.

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

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

Technologies & Software

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