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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

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

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

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

  • Train people in computer system use.

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

  • 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.

  • 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.

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

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

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

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

  • Maintain an inventory of parts for emergency repairs.

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

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

  • Perform data backups and disaster recovery operations.

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

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

Technologies & Software

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

Alternative Job Titles