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Automation Risk Analysis

Will “Virtualization Engineer” be Automated?

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AI Exposure Risk

60%

“Virtualization Engineer” 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

39%

“Virtualization Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 39% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Network and Computer Systems Administrators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Install, configure, and maintain an organization's local area network (LAN), wide area network (WAN), data communications network, operating systems, and physical and virtual servers. Perform system monitoring and verify the integrity and availability of hardware, network, and server resources and systems. Review system and application logs and verify completion of scheduled jobs, including system backups. Analyze network and server resource consumption and control user access. Install and upgrade software and maintain software licenses. May assist in network modeling, analysis, planning, and coordination between network and data communications hardware and software.

Avg. Annual Salary $101,190
Avg. Hourly Wage $48.65
Available Jobs (US) 318,570
Job Title & Hierarchy Code (SOC) Network and Computer Systems Administrators #15-1244
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Network and Computer Systems Administrators”

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Core Skills & Abilities

  • Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.

  • Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.

  • Coordinate with vendors and with company personnel to facilitate purchases.

  • Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.

  • Analyze equipment performance records to determine the need for repair or replacement.

  • Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.

  • Implement and provide technical support for voice services and equipment, such as private branch exchange, voice mail system, and telecom system.

  • Plan, coordinate, and implement network security measures to protect data, software, and hardware.

  • Load computer tapes and disks, and install software and printer paper or forms.

  • Configure, monitor, and maintain email applications or virus protection software.

  • Perform routine network startup and shutdown procedures, and maintain control records.

  • Gather data pertaining to customer needs, and use the information to identify, predict, interpret, and evaluate system and network requirements.

  • Research new technologies by attending seminars, reading trade articles, or taking classes, and implement or recommend the implementation of new technologies.

  • Perform data backups and disaster recovery operations.

  • Maintain an inventory of parts for emergency repairs.

  • Maintain logs related to network functions, as well as maintenance and repair records.

  • Design, configure, and test computer hardware, networking software and operating system software.

  • Train people in computer system use.

  • Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.

  • Confer with network users about solutions to existing system problems.

Technologies & Software

  • Network and application load and performance testing software
  • Lovable.dev
  • Operating system software
  • Dynamic host configuration protocol DHCP
  • Help desk software
  • LogMatrix NerveCenter
  • Qwen (Alibaba)
  • Microsoft SQL Server Reporting Services SSRS
  • Ansible software
  • Google Antigravity
  • Ubuntu
  • Oracle Java
  • Shell script
  • Amazon Simple Storage Service S3
  • Google Sites
  • Quest BigBrother
  • Microsoft Visual Basic for Applications VBA
  • Online traffic calculator software
  • Microsoft Windows
  • SolarWinds
  • Puppet
  • Network documentation software
  • Microsoft Project
  • Ethereal
  • Transact-SQL
  • LAMP Stack
  • Job control language JCL
  • GitHub
  • Password management software
  • Oracle JDBC
  • C#
  • Oracle Net Manager
  • Snort
  • Apache Ant
  • Ruby
  • Oracle JavaServer Pages JSP
  • Node.js
  • MySQL
  • Zabbix
  • Blackboard software
  • Symantec Ghost Solution Suite
  • Management information base MIB software
  • Mistral AI (chat/models)
  • Amazon Redshift
  • Tcpdump
  • Apache Struts
  • IBM InfoSphere DataStage
  • Remote monitoring software
  • Ping Identity
  • Microsoft PowerShell
  • JavaScript
  • Microsoft Active Directory
  • Advanced business application programming ABAP
  • Oracle PeopleSoft
  • IBM Power Systems software
  • Microsoft Exchange
  • Tableau
  • PHP
  • Oracle Business Intelligence Enterprise Edition
  • Ruby on Rails
  • Hewlett Packard HP-UX
  • ChatGPT (OpenAI)
  • IBM Director
  • Eclipse IDE
  • Epic Systems
  • Apache Pig
  • IBM Tivoli software
  • Quest Foglight
  • Microsoft ActiveX
  • Microsoft .NET Framework
  • SAP software
  • Atlassian Confluence
  • Geographic information system GIS software
  • Microsoft SQL Server Integration Services SSIS
  • Oracle Fusion Applications
  • C++
  • v0 by Vercel
  • Microsoft Access
  • Virtual local area network management software
  • Integrated development environment IDE software
  • Cursor AI
  • Hewlett-Packard HP Network Node Manager
  • Packet filter software
  • UNIX
  • IBM Notes
  • Common business oriented language COBOL
  • Enterprise application integration EAI software
  • Adexa eGPS Suite
  • Devin (Cognition AI)
  • Perforce Helix software
  • Microsoft Windows Sysprep
  • Human resource management software HRMS
  • Application management software
  • Skype
  • Bash
  • Database software
  • Mac HelpMate
  • Hewlett Packard LoadRunner
  • Network availability monitoring software
  • DeepSeek
  • Network intrusion detection software
  • Docker
  • SAP Crystal Reports
  • Microsoft Outlook
  • Microsoft Windows Server
  • Amazon DynamoDB
  • Amazon Web Services AWS software
  • GitHub Copilot
  • Atlassian JIRA
  • IBM Domino
  • Oracle PL/SQL
  • Apache Subversion SVN
  • Jupyter Notebook
  • Oracle Primavera Enterprise Project Portfolio Management
  • Network and system vulnerability assessment software
  • NortonLifeLock cybersecurity software
  • jQuery
  • Microsoft Active Server Pages ASP
  • Enterprise JavaBeans
  • Microsoft SharePoint
  • Configuration management software
  • Go
  • Splunk Enterprise
  • Honeypot
  • Packet tracing software
  • Oracle JD Edwards EnterpriseOne
  • Access management software
  • Apache Solr
  • Relational database management software
  • Apple macOS
  • Domain name system DNS
  • Root cause analysis software
  • OpenService Open NerveCenter
  • Microsoft Excel
  • Elasticsearch
  • Intrusion prevention system IPS
  • Firewall software
  • Command interpreters
  • Microsoft PowerPoint
  • Hibernate ORM
  • Microsoft Visual Studio
  • Simple network management protocol SNMP software
  • StataCorp Stata
  • Structured query language SQL
  • Voice over internet protocol VoIP system software
  • Chef
  • Gemini (Google)
  • ESRI ArcGIS software
  • Qlik Tech QlikView
  • Diagramming software
  • Veritas NetBackup
  • Apache Hadoop
  • Microsoft Visual Basic Scripting Edition VBScript
  • VMware
  • Systems integration software
  • Amazon Elastic Compute Cloud EC2
  • Computer based training software
  • Remote desktop control software
  • Python
  • Tabnine
  • MongoDB
  • FileMaker Pro
  • Network intrusion prevention systems NIPS
  • Network shutdown software
  • Requirements management software
  • Microsoft Visual Basic
  • Microsoft Visio
  • Linux
  • UNIX Shell
  • Enterprise resource planning ERP software
  • ParentSquare
  • Oracle Fusion Middleware
  • Microsoft ASP.NET Core MVC
  • Network modeling, mapping, and analysis software
  • Perplexity AI
  • Mistral (Mistral AI)
  • AJAX
  • KornShell
  • Dynamic hypertext markup language DHTML
  • Bolt.new
  • Microsoft Azure software
  • Moodle
  • Storage area network SAN software
  • Amazon CodeWhisperer
  • Optical network management software
  • Border Gateway Protocol BGP
  • Computer system diagnostics software
  • Apache Tomcat
  • Delphi Technology
  • Micromuse NetCool
  • Network, server and operating system optimization software
  • Hypertext markup language HTML
  • Network traffic flow monitoring and analysis software
  • Virtual private networking VPN software
  • Apache Groovy
  • Marketo Marketing Automation
  • Apache Kafka
  • Oracle Hyperion
  • Extensible hypertext markup language XHTML
  • Django
  • Security incident management software
  • Operating system process control software
  • SAS
  • Cisco Webex
  • Red Hat OpenShift
  • NetSuite ERP
  • Element management software
  • Adobe ActionScript
  • Blackbaud The Raiser's Edge
  • SAP Business Objects
  • Oracle WebLogic Server
  • Microsoft Dynamics GP
  • Open source routing protocols OSPF
  • Berkeley Internet Domain Name BIND
  • Root kit detection software
  • Gemini Code Assist
  • Encryption software
  • Apache HTTP Server
  • Secure shell SSH software
  • Microsoft Dynamics
  • Multi-router traffic grapher MRTG software
  • ServiceNow
  • Automated installation software
  • MicroStrategy
  • PostgreSQL
  • Oracle Database
  • System and data disaster recovery software
  • Network address management software
  • Network management software
  • IBM Cognos Impromptu
  • Novell NetWare Management Station
  • Drupal
  • Microsoft Office software
  • Wireshark
  • Citrix cloud computing software
  • Active directory software
  • Red Hat Enterprise Linux
  • Git
  • Virtual network computing VNC software
  • JavaScript Object Notation JSON
  • Apache Spark
  • Llama (Meta)
  • NoSQL
  • Amazon Web Services AWS CloudFormation
  • Red Hat WildFly
  • Grok (xAI)
  • Kimi (Moonshot AI)
  • Dartware InterMapper
  • Citrix XenApp
  • Apache Hive
  • Adobe Acrobat
  • Oracle E-Business Suite Financials
  • IBM WebSphere
  • C
  • Lavalys Everest
  • IBM NetView
  • Swift
  • Oracle PeopleSoft Financials
  • Nagios
  • Systems and applications migration software
  • Adobe Dreamweaver
  • Microsoft Teams
  • McAfee
  • Cisco Systems CiscoWorks
  • Quest Erwin Data Modeler
  • Network addressable storage NAS software
  • Dassault Systemes CATIA
  • TKSoftware RCM software
  • Microsoft ASP.NET
  • Microsoft Windows Terminal Services Access Manager
  • Codeium
  • Oracle Solaris
  • Apache Maven
  • Apache Cassandra
  • Nova (Amazon)
  • Customer information control system CICS
  • Oracle Taleo
  • Microsoft Publisher
  • Network and component performance analysis software
  • Extensible markup language XML
  • Supervisory control and data acquisition SCADA software
  • Patch and update management software
  • Teradata Database
  • Perl
  • Atlassian Bamboo
  • Network traffic probe software
  • Microsoft SQL Server
  • Computer aided design and drafting CADD software
  • Claude (Anthropic)
  • Computer tool kits
  • Optical spectrum analyzers
  • Notebook computers
  • Network switches
  • Asynchronous transfer mode ATM analyzers
  • Wire crimpers
  • Screwdrivers
  • Redundant array of independent disks RAID systems
  • Synchronous optical network SONET analyzers
  • Cable verifiers
  • Powerline monitors
  • Protocol analyzers
  • Punchdown tools
  • Bit error rate testers BERT
  • Mainframe computers
  • Power meters
  • T-Birds
  • Load balancers
  • Network analyzers
  • Desktop computers
  • Optical time domain reflectometers OTDR
  • Tape libraries
  • Communications analyzers

Alternative Job Titles