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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.

  • 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.

  • Develop disaster recovery plans.

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

  • Develop network-related documentation.

  • Develop conceptual, logical, or physical network designs.

  • Prepare design presentations and proposals for staff or customers.

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

  • Develop or maintain project reporting systems.

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

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

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

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

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

  • 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.

  • Develop plans or budgets for network equipment replacement.

  • Coordinate installation of new equipment.

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

  • Estimate time and materials needed to complete projects.

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

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

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

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

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

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

  • 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.

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

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

  • Explain design specifications to integration or test engineers.

Technologies & Software

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