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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

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

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

  • Perform or direct Web site updates.

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

  • Establish appropriate server directory trees.

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

  • Recommend and implement performance improvements.

  • Select programming languages, design tools, or applications.

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

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

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

  • Develop system interaction or sequence diagrams.

  • Develop or implement procedures for ongoing Web site revision.

  • Evaluate or recommend server hardware or software.

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

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

  • Write supporting code for Web applications or Web sites.

  • Renew domain name registrations.

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

  • Develop databases that support Web applications and Web sites.

  • 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.

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

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

  • 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.

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

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

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

Technologies & Software

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