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Automation Risk Analysis

Will “Internet Consultant” be Automated?

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AI Exposure Risk

58%

“Internet Consultant” 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Internet Consultant” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

Avg. Annual Salary $144,570
Avg. Hourly Wage $69.50
Available Jobs (US) 1,654,440
Job Title & Hierarchy Code (SOC) Software Developers #15-1252
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Developers”

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Core Skills & Abilities

  • Monitor functioning of equipment to ensure system operates in conformance with specifications.

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

  • Coordinate installation of software system.

  • Determine system performance standards.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

  • Train users to use new or modified equipment.

  • Prepare reports or correspondence concerning project specifications, activities, or status.

  • Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.

Technologies & Software

  • JavaScript
  • Software development tools
  • Microsoft Active Directory
  • Talend Data Fabric
  • Software distribution management software
  • Microsoft Visual Studio
  • Adobe Photoshop
  • Extensible markup language XML
  • Quest Erwin Data Modeler
  • Ansible software
  • Amazon DynamoDB
  • PuTTY
  • Gambit Scheme
  • Oracle Cloud software
  • MongoDB
  • Oracle E-Business Suite Financials
  • Common Lisp Object System CLOS
  • Eclipse IDE
  • Cisco Webex
  • Bigloo Scheme
  • ABC Compiler
  • Node.js
  • Enterprise application integration EAI software
  • Microsoft Office software
  • Advanced business application programming ABAP
  • Hewlett Packard LoadRunner
  • Common business oriented language COBOL
  • Chef
  • Redis
  • Oracle Eloqua
  • FileMaker Pro
  • Airtable
  • Salesforce software
  • Backbone.js
  • Border Gateway Protocol BGP
  • Apache Maven
  • Mutation testing software
  • Trimble SketchUp Pro
  • Enterprise JavaBeans
  • Kubernetes
  • Gemini (Google)
  • Microsoft Visual Basic Scripting Edition VBScript
  • Adobe Flex
  • Microsoft Visual C# .NET
  • Relational database management software
  • Tabnine
  • Oracle Java Message Service JMS
  • Oracle SQL Developer
  • SAP Business Intelligence
  • VMware
  • 3M Post-it App
  • MuleSoft software
  • Cursor AI
  • Apache Groovy
  • Microsoft ASP.NET Core MVC
  • Prolog
  • Modula
  • ICON programming language
  • Claude (Anthropic)
  • Cisco IOS
  • Encryption software
  • Structured query language SQL
  • IBM InfoSphere DataStage
  • Flipgrid
  • NoSQL
  • Veritas NetBackup
  • Ruby
  • Apache Oozie
  • National Instruments LabVIEW
  • Figma
  • Microsoft Visio
  • IBM SPSS Statistics
  • Version control software
  • Apache Hadoop
  • Google Docs
  • Real time operating system RTOS software
  • SAP PowerBuilder
  • C#
  • Recovery testing software
  • Graphical user interface GUI design software
  • Open Graphics Library OpenGL
  • Oracle Fusion Middleware
  • E++ pattern language
  • Formula translation/translator FORTRAN
  • Interoperability testing software
  • IBM Rational ClearCase
  • Component-based Scalable Logical Architecture CSLA
  • Talend Big Data Integration
  • Dynamic modeling software
  • Atlassian Bamboo
  • Microsoft Windows Server
  • Haskell
  • Oracle Reports
  • Spring Boot
  • C
  • SAP NetWeaver
  • Bolt.new
  • Deployment software
  • Oracle Database
  • Oracle Primavera Enterprise Project Portfolio Management
  • Adobe ActionScript
  • Automated installation software
  • Social media sites
  • Elasticsearch
  • Minitab
  • Functional testing software
  • Apache Hive
  • Scheme
  • String oriented symbolic language SNOBOL
  • Kotlin
  • Web application software
  • Devin (Cognition AI)
  • Event-driven State-machines Programming
  • RabbitMQ
  • SAP Adaptive Server Enterprise
  • IBM Rational PurifyPlus
  • Oracle Application Server
  • IBM Rational ClearQuest
  • Object Management Group Object Request Broker
  • Graphical user interface GUI builder software
  • Xcode
  • GitHub
  • Ext JS
  • AJAX
  • Microsoft Outlook
  • SAP Business Objects
  • Microsoft OneNote
  • React Native
  • Apple iOS
  • Microsoft SQL Server Integration Services SSIS
  • LAMP Stack
  • Cascading style sheets CSS
  • Microsoft SharePoint
  • Hewlett Packard HP-UX
  • Citrix cloud computing software
  • MySQL
  • Grok (xAI)
  • UNIX
  • Microsoft Windows
  • Computer Associates integrated data management system CA-IDMS
  • GitHub Copilot
  • WordPress
  • Workday software
  • Simulation program with integrated circuit emphasis SPICE
  • Storage area network SAN software
  • Delphi Technology
  • Zoom
  • IBM Rational Rose XDE
  • Microsoft Excel
  • Apache HTTP Server
  • Microsoft PowerPoint
  • TypeScript
  • Salesforce Visualforce
  • System testing software
  • PHP
  • Microsoft Dynamics GP
  • Microsoft DirectX
  • Apache Flume
  • Red Hat WildFly
  • GraphQL
  • Software libraries
  • Google Cloud software
  • Apache Tomcat
  • Programming language one PL/I
  • Hypertext markup language HTML
  • Amazon Redshift
  • Component object model COM software
  • Extensible stylesheet language transformations XSLT
  • Apple macOS
  • Red Hat Enterprise Linux
  • StataCorp Stata
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Computer On-line Real-time Applications Language CORAL 66
  • Qwen (Alibaba)
  • Disk operating system DOS
  • Microsoft Exchange
  • React
  • React Redux
  • IBM WebSphere MQ
  • Apache Ant
  • Microsoft Teams
  • Adobe Dreamweaver
  • Document Object Model DOM Scripting
  • Interstate connection ICON
  • Microsoft Visual Basic.NET
  • Microsoft Access
  • Amazon CodeWhisperer
  • LinkedIn
  • GNU Image Manipulation Program GIMP
  • Adobe After Effects
  • Jenkins CI
  • SAP ERP
  • Slack
  • Data analysis software
  • Eclipse Jersey
  • JavaScript framework software
  • NortonLifeLock cybersecurity software
  • Linux
  • IBM DB2
  • Selenium
  • Codeium
  • Atlassian Confluence
  • SAS
  • ADO.NET
  • JUnit
  • Call-processing language CPL
  • Teradata Database
  • QNX
  • Customer information control system CICS
  • PyTorch
  • IBM Domino
  • Oracle PL/SQL
  • MicroStrategy
  • Interface definition language IDL
  • Amazon Elastic Compute Cloud EC2
  • NetSuite ERP
  • GitLab
  • PostgreSQL
  • Apache HBase
  • Microsoft ActiveX
  • IBM Power Systems software
  • Adobe Creative Cloud software
  • Evernote
  • Bootstrap
  • Collaborative Application Markup Language CAML
  • Informatica software
  • R
  • McAfee
  • Forth
  • Apache Kafka
  • Firewall software
  • Oracle JavaServer Pages JSP
  • Oracle Solaris
  • Alteryx software
  • Test design software
  • IBM WebSphere
  • Oberon
  • SmugMug Flickr
  • Microsoft .NET Framework
  • Pascal
  • Oracle Hyperion
  • XML Path Language XPATH
  • Patch management software
  • List processing language LISP
  • Oracle PeopleSoft Financials
  • IBM Middleware
  • Configuration management software
  • J
  • JFrog Artifactory
  • Blink
  • DataVision
  • GroupMe
  • jQuery
  • v0 by Vercel
  • Distributed component object model DCOM software
  • Microsoft Project
  • American National Standards Institute ANSI C
  • Emerald Software Group Emerald Green Office
  • Enterprise resource planning ERP software
  • The MathWorks MATLAB
  • Visible Razor
  • Oracle JD Edwards EnterpriseOne
  • Google Meet
  • Management information systems MIS
  • Microsoft ASP.NET
  • Apache Cassandra
  • Jupyter Notebook
  • LogMeIn GoToMeeting
  • KornShell
  • Structured Query Report SQR
  • Atlassian JIRA
  • Document management system software
  • Amazon Web Services AWS CloudFormation
  • JamBoard
  • C++
  • IBM Rational RequisitePro
  • JavaScript Object Notation JSON
  • Microsoft SQL Server Reporting Services SSRS
  • Verilog
  • LibreOffice
  • AWK
  • Job control language JCL
  • Static analysis software
  • Microsoft Visual Basic for Applications VBA
  • Microsoft Publisher
  • Microsoft Azure software
  • Screencastify
  • Smalltalk
  • IBM Cognos Impromptu
  • ChatGPT (OpenAI)
  • Google Sheets
  • Microsoft Dynamics
  • Mistral AI (chat/models)
  • Oracle PeopleSoft
  • Migration testing software
  • Security testing software
  • Oracle Business Intelligence Suite
  • Ada
  • Microsoft Power BI
  • Symantec Visual Cafe
  • Ruby on Rails
  • Vue.js
  • Blackbaud The Raiser's Edge
  • Microsoft Internet Information Services (IIS)
  • SAP software
  • Adobe Acrobat
  • Apache Airflow
  • Oracle Business Intelligence Enterprise Edition
  • Objective Caml
  • Loom
  • Microsoft SQL Server
  • Oracle Fusion Applications
  • Wind River VxWorks
  • Google Android
  • OpenAI ChatGPT
  • Apache Struts
  • Gemini Code Assist
  • Sun Microsystems Java Persistence API
  • Python
  • Puppet
  • Apache Avro
  • Google Angular
  • Amazon Kinesis
  • Extensible hypertext markup language XHTML
  • Perl
  • Django
  • Unified modeling language UML
  • Microsoft transact-structural query language T-SQL
  • Stress testing software
  • Mistral (Mistral AI)
  • Nova (Amazon)
  • Drupal
  • Tableau
  • Operating system shells
  • IBM Notes
  • IBM z/OS operating systems
  • RESTful API
  • Migration software
  • Adobe Illustrator
  • Magellan Firmware
  • Red Hat Ansible Engine
  • Source code editor software
  • B-Method
  • Perforce Helix software
  • Embarcadero JBuilder
  • Amazon Web Services AWS software
  • Snowflake
  • Microsoft Azure DevOps Services
  • Embarcadero Delphi
  • Hibernate ORM
  • Integration testing software
  • Marketo Marketing Automation
  • Bash
  • Voice over internet protocol VoIP system software
  • Kimi (Moonshot AI)
  • Blackboard software
  • Llama (Meta)
  • Shell script
  • SonarQube
  • Apache Subversion SVN
  • ESRI ArcGIS software
  • Web server software
  • Google Sites
  • Platform as a service PaaS
  • Virtual private networking VPN software
  • MathWorks Simulink
  • Canu
  • Google Slides
  • Algorithmic language ALGOL
  • Qlik Tech QlikView
  • Atlassian Bitbucket
  • A programming language APL
  • Load testing software
  • Requirements management software
  • Docker
  • Backup and archival software
  • Beginner's all-purpose symbolic instruction code BASIC
  • Nagios
  • LexisNexis
  • Single sign-on SSO
  • IBM AIX
  • LogMeIn GoToWebinar
  • DeepSeek
  • Usability testing software
  • Google Antigravity
  • Splunk Enterprise
  • Simple API for XML SAX
  • ABC: the AspectBench Compiler for AspectJ
  • YouTube
  • Objective C
  • Lovable.dev
  • SAP Crystal Reports
  • Dropbox
  • Microsoft Visual Basic
  • Apache Pig
  • Unit testing software
  • Skype
  • Oracle JDBC
  • Microsoft PowerShell
  • Microservices Architecture
  • Microsoft ESP SDK
  • Oracle WebLogic Server
  • Perplexity AI
  • Gradle
  • Restructured extended executor REXX
  • Amazon Simple Storage Service S3
  • TensorFlow
  • Go
  • Embedded systems development software
  • Wireshark
  • Oracle Business Intelligence Discoverer
  • Google Drive
  • UNIX Shell
  • IEA Software Emerald
  • Adobe InDesign
  • Ubuntu
  • Moodle
  • Microsoft Power Automate
  • Dynamic hypertext markup language DHTML
  • Eiffel
  • Transact-SQL
  • Scala
  • Fault testing software
  • Git
  • Operating system software
  • Apache Spark
  • Dynamic analysis software
  • Data manipulation language DML
  • Oracle Java
  • ServiceNow
  • FaceTime
  • MUMPS M
  • Integrated development environment IDE software
  • Red Hat OpenShift
  • File server software
  • Google Analytics
  • Defect tracking software
  • Swift
  • Allaire ColdFusion
  • Apache Solr
  • Web service definition language WDSL
  • Regression testing software
  • Microsoft Word
  • Data definition language DDL
  • Test implementation software
  • Distributed database management software
  • Spring Framework
  • IBM Terraform
  • Microsoft Active Server Pages ASP
  • Win CE
  • Microsoft Team Foundation Server
  • Google Gmail
  • Digital cameras
  • Multi-core central processing unit CPU
  • Directory servers
  • Notebook computers
  • Flash disks
  • Graphics processing unit GPU
  • Computer servers
  • In circuit emulators ICE
  • Mainframe computers
  • Desktop computers
  • Logic analyzers
  • Application servers

Alternative Job Titles