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Automation Risk Analysis

Will “Certified Internetwork Expert” be Automated?

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AI Exposure Risk

58%

“Certified Internetwork Expert” 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%

“Certified Internetwork Expert” 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.

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

  • Coordinate installation of software system.

  • 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.

  • Determine system performance standards.

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

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

  • 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.

  • Train users to use new or modified equipment.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles