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Automation Risk Analysis

Will “Network Operations Specialist (Network Ops Specialist)” be Automated?

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AI Exposure Risk

58%

“Network Operations Specialist (Network Ops Specialist)” 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

37%

“Network Operations Specialist (Network Ops Specialist)” 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 37% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Network Architects, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design and implement computer and information networks, such as local area networks (LAN), wide area networks (WAN), intranets, extranets, and other data communications networks. Perform network modeling, analysis, and planning, including analysis of capacity needs for network infrastructures. May also design network and computer security measures. May research and recommend network and data communications hardware and software.

Avg. Annual Salary $135,890
Avg. Hourly Wage $65.33
Available Jobs (US) 177,010
Job Title & Hierarchy Code (SOC) Computer Network Architects #15-1241
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Network Architects”

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Core Skills & Abilities

  • Communicate with customers, sales staff, or marketing staff to determine customer needs.

  • Design, organize, and deliver product awareness, skills transfer, or product education sessions for staff or suppliers.

  • Develop procedures to track, project, or report network availability, reliability, capacity, or utilization.

  • Develop plans or budgets for network equipment replacement.

  • Estimate time and materials needed to complete projects.

  • Design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems.

  • Communicate with vendors to gather information about products, alert them to future needs, resolve problems, or address system maintenance issues.

  • Develop network-related documentation.

  • Determine specific network hardware or software requirements, such as platforms, interfaces, bandwidths, or routine schemas.

  • Explain design specifications to integration or test engineers.

  • Prepare design presentations and proposals for staff or customers.

  • Develop or maintain project reporting systems.

  • Coordinate installation of new equipment.

  • Evaluate network designs to determine whether customer requirements are met efficiently and effectively.

  • Participate in network technology upgrade or expansion projects, including installation of hardware and software and integration testing.

  • Maintain or coordinate the maintenance of network peripherals, such as printers.

  • Develop conceptual, logical, or physical network designs.

  • Maintain networks by performing activities such as file addition, deletion, or backup.

  • Supervise engineers or other staff in the design or implementation of network solutions.

  • Develop and implement solutions for network problems.

  • Coordinate network operations, maintenance, repairs, or upgrades.

  • Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.

  • Prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.

  • Communicate with system users to ensure accounts are set up properly or to diagnose and solve operational problems.

  • Develop and write procedures for installation, use, or troubleshooting of communications hardware or software.

  • Develop disaster recovery plans.

  • Adjust network sizes to meet volume or capacity demands.

  • Research and test new or modified hardware or software products to determine performance and interoperability.

  • Coordinate network or design activities with designers of associated networks.

  • Monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning.

  • Use network computer-aided design (CAD) software packages to optimize network designs.

  • Visit vendors, attend conferences or training sessions, or study technical journals to keep up with changes in technology.

  • Prepare or monitor project schedules, budgets, or cost control systems.

Technologies & Software

  • Network documentation software
  • Oracle Java Enterprise Edition EE
  • Puppet
  • Citrix XenApp
  • Amazon CodeWhisperer
  • Multiprotocol Label Switching MPLS
  • Oracle JavaServer Pages JSP
  • Node.js
  • Infoblox NetMRI
  • Network architecture design software
  • Oracle Business Intelligence Enterprise Edition
  • Cisco Systems CiscoWorks
  • Intrusion prevention system IPS
  • Computer intrusion detection systems
  • Citrix cloud computing software
  • Microsoft Visual Basic
  • VMware
  • C#
  • Eclipse IDE
  • C
  • JUnit
  • Asset management administration software
  • Docker
  • Oracle WebLogic Server
  • Microsoft .NET Framework
  • Grok (xAI)
  • AirMagnet Enterprise
  • Penetration testing software
  • Domain name system DNS
  • Transparent Interconnection of Lots of Links TRILL
  • MongoDB
  • Llama (Meta)
  • Shell script
  • Network traffic probe software
  • Online traffic calculator software
  • Security incident management software
  • jQuery
  • Ubuntu
  • Apache Groovy
  • LAMP Stack
  • Minitab
  • LogRhythm
  • Amazon Web Services AWS software
  • NortonLifeLock cybersecurity software
  • Wide area network WAN software
  • Cisco Systems Cisco Web Cache Communication Protocol WCCP
  • Adobe ActionScript
  • Enterprise JavaBeans
  • Apache Cassandra
  • Blink
  • NoSQL
  • Qwen (Alibaba)
  • Microsoft Active Directory
  • PHP
  • IBM Cognos Impromptu
  • McAfee
  • Oracle PL/SQL
  • JavaScript
  • Mistral (Mistral AI)
  • Network intrusion detection software
  • Simple mail transfer protocol SMTP
  • Red Hat WildFly
  • Elasticsearch
  • Apache Pig
  • Operating system software
  • Microsoft Project
  • Microsoft PowerShell
  • Teradata Database
  • Network modeling, mapping, and analysis software
  • Network availability monitoring software
  • Cisco Systems Gateway Load Balancing Protocol GLBP
  • C++
  • v0 by Vercel
  • Optical network management software
  • Drupal
  • Network storage software
  • Cisco Systems CiscoWorks LAN Management Solution
  • IBM WebSphere MQ
  • Root cause analysis software
  • Microsoft SharePoint
  • Web browser software
  • Common business oriented language COBOL
  • Local area network LAN software
  • Automated installation software
  • Ext JS
  • Configuration management software
  • Apache Struts
  • Microsoft Visual Studio
  • BroadSoft BroadWorks
  • SAP software
  • Gemini (Google)
  • Microsoft ASP.NET
  • Amazon Simple Storage Service S3
  • Amazon Elastic Compute Cloud EC2
  • Tcpdump
  • Packet analysis software
  • IBM WebSphere
  • Ruby
  • Apache Kafka
  • Tabnine
  • Cisco IOS
  • Compaq Insight Manager
  • NetIQ
  • Hewlett Packard HP-UX
  • Intermediate System to Intermediate System IS-IS
  • Help desk software
  • Remote access software
  • IBM Terraform
  • Simple network management protocol SNMP software
  • PostgreSQL
  • Systems and applications migration software
  • Amazon Web Services AWS CloudFormation
  • Virtual local area network management software
  • Tableau
  • Microsoft Word
  • Go
  • EMC Smarts Network Protocol Manager
  • Network and component performance analysis software
  • Microsoft ActiveX
  • Netreo OmniCenter
  • Computer based training software
  • Ruby on Rails
  • Extensible hypertext markup language XHTML
  • SolarWinds
  • Integrated development environment IDE software
  • Infoblox security and networking software
  • Google Android
  • Django
  • Email management software
  • Devin (Cognition AI)
  • Veritas NetBackup
  • Relational database management software
  • Firewall software
  • Kimi (Moonshot AI)
  • Nagios
  • Oracle Solaris
  • Session Initiation Protocol SIP
  • Hypertext markup language HTML
  • Oracle Java
  • Element management software
  • Hewlett Packard LoadRunner
  • Network and application load and performance testing software
  • Apache Maven
  • Wireshark
  • Ping Identity
  • Chef
  • Requirements management software
  • Adobe After Effects
  • Microsoft PowerPoint
  • Snort
  • Red Hat Enterprise Linux
  • Apache HTTP Server
  • Risk assessment software
  • Linux
  • Selenium
  • Autodesk Revit
  • Open Shortest Path First OSPF
  • Amazon Redshift
  • UNIX
  • IBM AIX
  • Perl
  • Network intrusion prevention systems NIPS
  • Packet tracing software
  • Application management software
  • McAfee VirusScan
  • Apache Solr
  • Dassault Systemes CATIA
  • Network bridge software
  • Hibernate ORM
  • Network traffic flow monitoring and analysis software
  • Silver Peak
  • Apple macOS
  • Microsoft Excel
  • Microsoft Exchange
  • IBM InfoSphere DataStage
  • JavaScript Object Notation JSON
  • Wide area network WAN optimization software
  • Structured query language SQL
  • Microsoft Access
  • DeepSeek
  • Ethereal
  • Apache Spark
  • Lovable.dev
  • Apache Ant
  • Capacity planning software
  • Packet filter software
  • System and data disaster recovery software
  • Ipswitch WhatsUp Gold
  • Content filter software
  • Customer information control system CICS
  • Cisco Systems Hot Standby Router Protocol HSRP
  • Claude (Anthropic)
  • Aruba Networks AirWave
  • Voice over internet protocol VoIP system software
  • Perforce Helix software
  • MicroStrategy
  • Red Hat OpenShift
  • Microsoft Visio
  • Git
  • Ticket information tracking software
  • Software distribution software
  • Microsoft Azure software
  • Mistral AI (chat/models)
  • Supervisory control and data acquisition SCADA software
  • Transact-SQL
  • Trimble SketchUp Pro
  • Symantec Intruder Alert
  • Discrete event simulation software
  • OPNET APMXpert
  • Microsoft Visual Basic Scripting Edition VBScript
  • GitHub Copilot
  • Atlassian JIRA
  • Ansible software
  • Micro Focus OpenView
  • Atlassian Bamboo
  • UNIX Shell
  • Google Angular
  • Multi-router traffic grapher MRTG software
  • National Instruments LabVIEW
  • Diagramming software
  • Oracle JDBC
  • Amazon DynamoDB
  • Cisco Systems Wireless Control System WCS
  • Dassault Systemes SolidWorks
  • Lucent VitalSuite
  • Microsoft SQL Server Reporting Services SSRS
  • Application server software
  • Microsoft SQL Server
  • Microsoft ASP.NET Core MVC
  • Segue SilkPerformer
  • Qlik Tech QlikView
  • CA eTrust
  • System testing software
  • Storage area network SAN software
  • Spring Boot
  • Unified modeling language UML
  • Oracle Fusion Middleware
  • Network and system vulnerability assessment software
  • NetScout InfinitiStream Console
  • Oracle E-Business Suite Financials
  • Bash
  • Perplexity AI
  • Virtual private networking VPN software
  • MySQL
  • Access management software
  • ESRI ArcGIS software
  • Time reporting software
  • Virtual Router Redundancy Protocol VRRP
  • Riverbed Technology
  • Job control language JCL
  • Storage management software
  • Cascading style sheets CSS
  • Splunk Enterprise
  • Logical partition LPAR software
  • Python
  • Apache Tomcat
  • Apache Hadoop
  • Codeium
  • The MathWorks MATLAB
  • Oracle Fusion Applications
  • Verilog
  • Patch and update management software
  • Microsoft Forefront Threat Management Gateway
  • Human resource management software HRMS
  • Microsoft Dynamics
  • Websense Data Loss Prevention
  • Enhanced Interior Gateway Routing Protocol EIGRP
  • Virus scanning software
  • Google Antigravity
  • Encryption software
  • Scala
  • Microsoft Windows Server
  • Bolt.new
  • AJAX
  • Videoconferencing software
  • Atlassian Confluence
  • Dynamic hypertext markup language DHTML
  • IBM Power Systems software
  • KornShell
  • Microsoft Active Server Pages ASP
  • Dynatrace
  • Quest Erwin Data Modeler
  • Apache Hive
  • Spring Framework
  • Network reporting software
  • Advanced business application programming ABAP
  • Gemini Code Assist
  • Cursor AI
  • Oracle Database
  • Microsoft Forefront Identify Manager
  • Swift
  • Extensible markup language XML
  • Microsoft Office software
  • ChatGPT (OpenAI)
  • Apache Subversion SVN
  • Microsoft Windows
  • GitHub
  • Internet Protocol Security IPSEC
  • Computer Associates ArcServ Backup
  • Border Gateway Protocol BGP
  • Nova (Amazon)
  • IBM Domino
  • IBM Notes
  • Autodesk AutoCAD
  • Cisco Webex
  • Network, server and operating system optimization software
  • Wireless local area network WLAN controllers
  • Laptop computers
  • Cable qualification testers
  • Desktop computers
  • Local area network LAN switches
  • Time domain reflectometers
  • Load balancers
  • Power meters
  • Storage area network SAN switches
  • Personal computers
  • Lightweight directory access protocol LDAP servers
  • Network cabling systems
  • Notebook computers
  • Cable analyzers
  • Asynchronous transfer mode ATM analyzers
  • Optical spectrum analyzers
  • Channel banks
  • Computer network switches
  • Wide area network WAN switches
  • Tablet computers
  • Videoconferencing equipment
  • Redundant array of independent disks RAID systems
  • Link analyzers
  • Wireless network controllers
  • Protocol analyzers
  • Backup servers
  • Wide area network WAN analyzers
  • Fiber optic power meters
  • Radio frequency RF antennas
  • Remote access servers
  • Local area network LAN analyzers
  • Voice over internet protocol VoIP systems
  • File servers
  • Network routers
  • Packet analysis equipment
  • Mainframe computers
  • Bit error rate testers BERT
  • Domain name servers DNS
  • Network-attached storage NAS equipment
  • Workstations
  • Computer network routers
  • Network analyzers
  • Synchronous optical network SONET analyzers
  • Voice switches
  • Broadband aggregation equipment
  • Communication cable testers
  • T-Birds
  • Network server load balancers
  • Intelligent hubs
  • Spectrum analyzers
  • Mail transport servers
  • Network channel service units CSU or data service units DSU
  • Firewall equipment
  • Network connectivity testers
  • High-end database servers
  • Wireless access points WAP
  • Network multimeters
  • Integrated services digital network ISDN analyzers
  • Personal digital assistants PDA