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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

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

  • 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.

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

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

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

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

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

  • Train users to use new or modified equipment.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles