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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

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

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

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

  • Train users to use new or modified equipment.

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

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

  • Determine system performance standards.

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

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

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

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

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

  • 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.

Technologies & Software

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

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