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Automation Risk Analysis

Will “Cloud Engineer” be Automated?

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AI Exposure Risk

57%

“Cloud 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“Cloud 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 40% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Network Support Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Analyze, test, troubleshoot, and evaluate existing network systems, such as local area networks (LAN), wide area networks (WAN), cloud networks, servers, and other data communications networks. Perform network maintenance to ensure networks operate correctly with minimal interruption.

Avg. Annual Salary $79,610
Avg. Hourly Wage $38.27
Available Jobs (US) 146,450
Job Title & Hierarchy Code (SOC) Computer Network Support Specialists #15-1231
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Network Support Specialists”

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Core Skills & Abilities

  • Perform routine maintenance or standard repairs to networking components or equipment.

  • Install network software, including security or firewall software.

  • Configure and define parameters for installation or testing of local area network (LAN), wide area network (WAN), hubs, routers, switches, controllers, multiplexers, or related networking equipment.

  • Monitor industry Web sites or publications for information about patches, releases, viruses, or potential problem identification.

  • Document help desk requests and resolutions.

  • Run monthly network reports.

  • Install new hardware or software systems or components, ensuring integration with existing network systems.

  • Troubleshoot network or connectivity problems for users or user groups.

  • Document network support activities.

  • Test computer software or hardware, using standard diagnostic testing equipment and procedures.

  • Back up network data.

  • Test repaired items to ensure proper operation.

  • Install or repair network cables, including fiber optic cables.

  • Provide telephone support related to networking or connectivity issues.

  • Analyze and report computer network security breaches or attempted breaches.

  • Create or update technical documentation for network installations or changes to existing installations.

  • Configure wide area network (WAN) or local area network (LAN) routers or related equipment.

  • Maintain logs of network activity.

  • Analyze network data to determine network usage, disk space availability, or server function.

  • Identify the causes of networking problems, using diagnostic testing software and equipment.

  • Create or revise user instructions, procedures, or manuals.

  • Install and configure wireless networking equipment.

  • Research hardware or software products to meet technical networking or security needs.

  • Train users in procedures related to network applications software or related systems.

  • Configure security settings or access permissions for groups or individuals.

  • Evaluate local area network (LAN) or wide area network (WAN) performance data to ensure sufficient availability or speed, to identify network problems, or for disaster recovery purposes.

Technologies & Software

  • Microsoft Windows PowerShell
  • Ping Identity
  • Cisco Systems Cisco Traffic Analyzer
  • Help desk software
  • Traceroute
  • Grok (xAI)
  • BMC Software Remedy IT Service Management Suite
  • Project planning software
  • Remote control software
  • GitHub Copilot
  • Microsoft SharePoint
  • Cursor AI
  • Microsoft Hyper-V Server
  • Microsoft Dynamics
  • IBM WebSphere
  • OPNET SP Sentinel
  • Bolt.new
  • Microsoft SQL Server
  • Arping
  • Apple macOS
  • Nova (Amazon)
  • Gemini Code Assist
  • Claude (Anthropic)
  • Ruby
  • Perplexity AI
  • BlackBerry Enterprise Server
  • Microsoft Windows
  • Symantec pcAnywhere
  • Compuware ClientVantage Agentless Monitoring
  • Customer relationship management CRM software
  • Anti-spyware software
  • Automated installation software
  • EMC Ionix Network Configuration Manager
  • Dig
  • Nagios
  • ifconfig
  • IBM Domino
  • Cisco Systems CiscoWorks
  • Amazon CodeWhisperer
  • Database management software
  • Voice over internet protocol VoIP system software
  • Perl
  • BMC Software Control-M
  • v0 by Vercel
  • Microsoft Network Monitor
  • Cisco Systems Cisco NetFlow Collection Engine
  • Microsoft PowerPoint
  • McAfee
  • Network monitoring software
  • Microsoft Outlook
  • Bash
  • B&W Port Scanner
  • ipconfig
  • Norton AntiVirus
  • Dartware InterMapper
  • Codeium
  • Application management software
  • Microsoft Azure software
  • Hewlett-Packard HP Network Node Manager
  • Roxio Retrospect
  • ServiceNow
  • Microsoft Exchange
  • EMC NetWorker
  • Network design software
  • Microsoft Visual Basic
  • Veritas NetBackup
  • Route
  • Connectivity software
  • Microsoft Excel
  • Cisco Systems CiscoWorks LAN Management Solution
  • IBM Security Network Intrusion Prevention System
  • Kimi (Moonshot AI)
  • NetScout Sniffer Portable Professional Analyzer
  • Bentley Systems ProjectWise
  • Oracle Java
  • Devin (Cognition AI)
  • Hewlett Packard HP-UX
  • Teradata Database
  • Operating system software
  • WildPackets OmniPeek Network Analyzer
  • Job control language JCL
  • UNIX
  • Microsoft Office software
  • Ettercap NG
  • Port scanners
  • Customer information control system CICS
  • Mistral (Mistral AI)
  • Llama (Meta)
  • Microsoft Active Directory
  • Red Hat Enterprise Linux
  • VMware
  • IBM Power Systems software
  • Security incident management software
  • Antivirus software
  • Encryption software
  • Microsoft Visual Basic Scripting Edition VBScript
  • netstat
  • Microsoft Windows Sysprep
  • Tape backup system software
  • Microsoft PowerShell
  • Mistral AI (chat/models)
  • EMC Symmetrix DMX
  • Citrix cloud computing software
  • Virtual private networking VPN software
  • BitWizard B.V. mtr
  • nbtstat
  • Lovable.dev
  • Congruity Technologies Inspector
  • Symantec Veritas NetBackup
  • Qwen (Alibaba)
  • Linux
  • Patch and update management software
  • Python
  • Root kit detection software
  • Storage area network SAN software
  • Wireshark
  • SolarWinds
  • MySQL
  • Border Gateway Protocol BGP
  • IBM Tivoli NetView Distribution Manager
  • NIKSUN NetDetector
  • Gemini (Google)
  • NetScout Sniffer Global Analyzer
  • Tcpdump
  • Colasoft Capsa Enterprise
  • IBM AIX
  • Microsoft Access
  • Load testing software
  • Network Instruments Observer Standard
  • Sonicwall SonicOS Enhanced
  • ngrep
  • Microsoft Word
  • Apache Tomcat
  • Colasoft Capsa Free
  • Clarified Networks Clarified Analyzer
  • Network intrusion detection software
  • Zabbix
  • Structured query language SQL
  • Fluke Networks Enterprise LANMeter
  • Shell script
  • IBM Notes
  • Network and system vulnerability assessment software
  • LAMP Stack
  • Google Antigravity
  • ChatGPT (OpenAI)
  • Tabnine
  • Microsoft Internet Information Services (IIS)
  • KornShell
  • Novell eDirectory
  • Microsoft Project
  • Splunk Enterprise
  • LogMatrix NerveCenter
  • Ubuntu
  • Ethereal
  • Packet filter software
  • Oracle Solaris
  • Microsoft Windows Server
  • NortonLifeLock cybersecurity software
  • Packet analyzers
  • Nslookup
  • DeepSeek
  • Intrusion prevention system IPS
  • Adobe Acrobat
  • Firewall software
  • UNIX Shell
  • File server software
  • NovaStor NovaBACKUP
  • Traffic shapers
  • Port analyzer adapters
  • Asynchronous transfer mode ATM analyzers
  • Fabric analyzers
  • Mainframe computers
  • T-Birds
  • Network address translation NAT appliances
  • Synchronous optical network SONET analyzers
  • Communications analyzers
  • Laser facsimile machines
  • Cisco Systems Cisco Application Visibility and Management AVM Traffic Collector
  • Throughput testers
  • Screwdrivers
  • Laptop computers
  • Powerline monitors
  • Copy machines
  • Caching engines
  • Test lights
  • Fibre channel protocol analyzers
  • Continuity testers
  • Cable testers
  • Remote access servers
  • Personal computers
  • Load balancers
  • Redundant array of independent disks RAID systems

Alternative Job Titles