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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

  • Explain design specifications to integration or test engineers.

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

  • Develop or maintain project reporting systems.

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

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

  • Develop network-related documentation.

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

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

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

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

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

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

  • Develop and implement solutions for network problems.

  • Coordinate installation of new equipment.

  • Adjust network sizes to meet volume or capacity demands.

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

  • Develop plans or budgets for network equipment replacement.

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

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

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

  • Develop conceptual, logical, or physical network designs.

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

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

  • Estimate time and materials needed to complete projects.

  • 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.

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

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

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

  • Develop disaster recovery plans.

  • 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.

  • Prepare design presentations and proposals for staff or customers.

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

Technologies & Software

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