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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 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.

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

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

  • Explain design specifications to integration or test engineers.

  • 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.

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

  • Estimate time and materials needed to complete projects.

  • Develop and implement solutions for network problems.

  • Develop plans or budgets for network equipment replacement.

  • Develop or maintain project reporting systems.

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

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

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

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

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

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

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

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

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

  • Adjust network sizes to meet volume or capacity demands.

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

  • Develop disaster recovery plans.

  • 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.

  • 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.

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

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

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

  • Coordinate installation of new equipment.

  • Develop network-related documentation.

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

Technologies & Software

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