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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.

  • 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.

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

  • 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.

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

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

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

  • Perform or direct Web site updates.

  • Select programming languages, design tools, or applications.

  • Recommend and implement performance improvements.

  • Evaluate or recommend server hardware or software.

  • Analyze user needs to determine technical requirements.

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

  • Develop system interaction or sequence diagrams.

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

  • Renew domain name registrations.

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

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

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

  • Write supporting code for Web applications or Web sites.

  • Establish appropriate server directory trees.

  • Develop databases that support Web applications and Web sites.

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

Technologies & Software

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