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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

  • Develop network-related documentation.

  • Explain design specifications to integration or test engineers.

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

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

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

  • Estimate time and materials needed to complete projects.

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

  • Prepare design presentations and proposals for staff or customers.

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

  • 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.

  • Develop disaster recovery plans.

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

  • Coordinate installation of new equipment.

  • Develop or maintain project reporting systems.

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Adjust network sizes to meet volume or capacity demands.

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

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

  • Develop plans or budgets for network equipment replacement.

Technologies & Software

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