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Automation Risk Analysis

Will “Network Systems Engineer” be Automated?

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AI Exposure Risk

58%

“Network Systems 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Network Systems 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 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

  • Develop plans or budgets for network equipment replacement.

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

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

  • Adjust network sizes to meet volume or capacity demands.

  • Develop or maintain project reporting systems.

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

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

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

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

  • Estimate time and materials needed to complete projects.

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

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

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

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

  • Explain design specifications to integration or test engineers.

  • Develop disaster recovery plans.

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

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

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

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

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

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

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

  • Prepare design presentations and proposals for staff or customers.

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

  • Develop network-related documentation.

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

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

  • Develop conceptual, logical, or physical network designs.

  • Develop and implement solutions for network problems.

  • 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.

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

  • Coordinate installation of new equipment.

Technologies & Software

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