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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

  • 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.

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

  • 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.

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

  • 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.

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

  • Coordinate installation of software system.

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

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

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

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

  • Determine system performance standards.

  • 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

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

Alternative Job Titles