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Automation Risk Analysis

Will “Data Communications Analyst” be Automated?

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AI Exposure Risk

58%

“Data Communications Analyst” 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%

“Data Communications Analyst” 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 procedures to track, project, or report network availability, reliability, capacity, or utilization.

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

  • Develop or maintain project reporting systems.

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

  • Adjust network sizes to meet volume or capacity demands.

  • Develop disaster recovery plans.

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

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

  • Prepare design presentations and proposals for staff or customers.

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

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

  • 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.

  • 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.

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

  • Estimate time and materials needed to complete projects.

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

  • Coordinate installation of new equipment.

  • Develop conceptual, logical, or physical network designs.

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

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

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

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

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

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

  • 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 network-related documentation.

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

  • Develop plans or budgets for network equipment replacement.

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

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

  • Develop and implement solutions for network problems.

Technologies & Software

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