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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

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

  • Establish appropriate server directory trees.

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

  • Develop databases that support Web applications and Web sites.

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

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

  • 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.

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

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

  • Recommend and implement performance improvements.

  • Write supporting code for Web applications or Web sites.

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

  • Select programming languages, design tools, or applications.

  • Evaluate or recommend server hardware or software.

  • Analyze user needs to determine technical requirements.

  • 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.

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

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

  • Renew domain name registrations.

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

  • Perform or direct Web site updates.

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

  • Develop system interaction or sequence diagrams.

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

Technologies & Software

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