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Automation Risk Analysis

Will “Solutions Engineer” be Automated?

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AI Exposure Risk

58%

“Solutions 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%

“Solutions 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

  • Coordinate installation of new equipment.

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

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

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

  • Develop conceptual, logical, or physical network designs.

  • Develop plans or budgets for network equipment replacement.

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

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

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

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

  • Develop disaster recovery plans.

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

  • Prepare design presentations and proposals for staff or customers.

  • Develop network-related documentation.

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

  • Develop and implement solutions for network problems.

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

  • Adjust network sizes to meet volume or capacity demands.

  • 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.

  • Develop or maintain project reporting systems.

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

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

  • Estimate time and materials needed to complete projects.

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

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

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

  • Explain design specifications to integration or test engineers.

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

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

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

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

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

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

Technologies & Software

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