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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

  • Develop and implement solutions for network problems.

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

  • Develop network-related documentation.

  • Coordinate installation of new equipment.

  • Develop plans or budgets for network equipment replacement.

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

  • Estimate time and materials needed to complete projects.

  • Adjust network sizes to meet volume or capacity demands.

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

  • 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.

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

  • Develop disaster recovery plans.

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

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

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

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

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

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

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

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

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

  • Prepare design presentations and proposals for staff or customers.

  • Develop or maintain project reporting systems.

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

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

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

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

  • Develop conceptual, logical, or physical network designs.

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

Technologies & Software

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