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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

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

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

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

  • Coordinate installation of software system.

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

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

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

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

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

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

  • Determine system performance standards.

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

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

  • Train users to use new or modified equipment.

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

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

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

Technologies & Software

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

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