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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

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

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

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

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

  • Train people in computer system use.

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

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

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

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

  • 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.

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

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

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

  • Maintain an inventory of parts for emergency repairs.

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

  • Perform data backups and disaster recovery operations.

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

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

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

Technologies & Software

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

Alternative Job Titles