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Automation Risk Analysis

Will “Systems Engineer” be Automated?

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AI Exposure Risk

58%

“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%

“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

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

  • 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.

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

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

  • 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.

  • Adjust network sizes to meet volume or capacity demands.

  • Develop and implement solutions for network problems.

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

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

  • Develop plans or budgets for network equipment replacement.

  • Explain design specifications to integration or test engineers.

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

  • Estimate time and materials needed to complete projects.

  • Coordinate installation of new equipment.

  • Develop or maintain project reporting systems.

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

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

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

  • Prepare design presentations and proposals for staff or customers.

  • 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.

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

  • Develop conceptual, logical, or physical network designs.

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

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

  • Develop disaster recovery plans.

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

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

  • Develop network-related documentation.

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

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

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

Technologies & Software

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