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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

  • Develop system interaction or sequence diagrams.

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

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

  • Write supporting code for Web applications or Web sites.

  • Perform or direct Web site updates.

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

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

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

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

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

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

  • Evaluate or recommend server hardware or software.

  • Analyze user needs to determine technical requirements.

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

  • 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.

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

  • Establish appropriate server directory trees.

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

  • Renew domain name registrations.

  • Select programming languages, design tools, or applications.

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

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

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

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

  • Recommend and implement performance improvements.

Technologies & Software

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