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Automation Risk Analysis

Will “Salesforce Developer” be Automated?

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AI Exposure Risk

59%

“Salesforce Developer” 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%

“Salesforce Developer” 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

  • Select programming languages, design tools, or applications.

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

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

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

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

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

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

  • Analyze user needs to determine technical requirements.

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

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

  • Perform or direct Web site updates.

  • Evaluate or recommend server hardware or software.

  • Write supporting code for Web applications or Web sites.

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

  • Establish appropriate server directory trees.

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

  • Develop databases that support Web applications and Web sites.

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

  • Develop system interaction or sequence diagrams.

  • 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.

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

  • 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.

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

  • Recommend and implement performance improvements.

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

  • Renew domain name registrations.

Technologies & Software

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