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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

  • Recommend and implement performance improvements.

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

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

  • 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.

  • Establish appropriate server directory trees.

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

  • Write supporting code for Web applications or Web sites.

  • Perform or direct Web site updates.

  • Develop system interaction or sequence diagrams.

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

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

  • Evaluate or recommend server hardware or software.

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

  • Renew domain name registrations.

  • 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.

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

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

  • 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.

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

  • Develop databases that support Web applications and Web sites.

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

  • Select programming languages, design tools, or applications.

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

Technologies & Software

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