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Automation Risk Analysis

Will “Network Engineer” be Automated?

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AI Exposure Risk

56%

“Network 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Network 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 Telecommunications Engineering Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design or configure wired, wireless, and satellite communications systems for voice, video, and data services. Supervise installation, service, and maintenance.

Job Title & Hierarchy Code (SOC) Telecommunications Engineering Specialists #15-1241.01
ℹ️

Data is based on the reference occupation: “Telecommunications Engineering Specialists”

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Core Skills & Abilities

  • Implement or perform preventive maintenance, backup, or recovery procedures.

  • Manage user access to systems and equipment through account management and password administration.

  • Supervise maintenance of telecommunications equipment.

  • Monitor and analyze system performance, such as network traffic, security, and capacity.

  • Document procedures for hardware and software installation and use.

  • Implement controls to provide security for operating systems, software, and data.

  • Prepare system activity and performance reports.

  • Provide user support by diagnosing network and device problems and implementing technical or procedural solutions.

  • Order or maintain inventory of telecommunications equipment for customer premises equipment (CPE), facilities, access networks, or backbone networks.

  • Estimate costs for system or component implementation and operation.

  • Work with personnel and facilities management staff to install, remove, or relocate user connectivity equipment and devices.

  • Use computer-aided design (CAD) software to prepare or evaluate network diagrams, floor plans, or site configurations for existing facilities, renovations, or new systems.

  • Prepare purchase requisitions for computer hardware and software, networking and telecommunications equipment, test equipment, cabling, or tools.

  • Implement system renovation projects in collaboration with technical staff, engineering consultants, installers, and vendors.

  • Inspect sites to determine physical configuration, such as device locations and conduit pathways.

  • Test and evaluate hardware and software to determine efficiency, reliability, or compatibility with existing systems.

  • Review and evaluate requests from engineers, managers, and technicians for system modifications.

  • Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems.

  • Keep abreast of changes in industry practices and emerging telecommunications technology by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.

  • Document user support activity, such as system problems, corrective actions, resolution status, and completed equipment installations.

  • Communicate with telecommunications vendors to obtain pricing and technical specifications for available hardware, software, or services.

  • Instruct in use of voice, video, and data communications systems.

  • Document technical specifications and operating standards for telecommunications equipment.

  • Assess existing facilities' needs for new or modified telecommunications systems.

  • Develop, maintain, or implement telecommunications disaster recovery plans to ensure business continuity.

  • Consult with users, administrators, and engineers to identify business and technical requirements for proposed system modifications or technology purchases.

Technologies & Software

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  • Devin (Cognition AI)
  • Mistral AI (chat/models)
  • Interactive voice response software
  • Microsoft Word
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  • Wireshark
  • Tabnine
  • Voice over internet protocol VoIP system software
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  • Access management software
  • Llama (Meta)
  • McAfee
  • Mistral (Mistral AI)
  • Lovable.dev
  • IBM Rational Requirements Composer
  • Autodesk AutoCAD
  • Microsoft Outlook
  • Avaya Identity Engines
  • Grok (xAI)
  • Microsoft Windows Server
  • UNIX
  • Cisco Systems Cisco Traffic Analyzer
  • KornShell
  • 2AB iLock Security Services
  • Structured query language SQL
  • Antivirus software
  • Kimi (Moonshot AI)
  • Microsoft Exchange
  • Linux
  • Microsoft Teams
  • Requirements analysis software
  • Microsoft Visual Basic Scripting Edition VBScript
  • Codeium
  • Apache Kafka
  • Oracle Java
  • SiteMaster SiteSmart
  • Supervisory control and data acquisition SCADA software
  • Claude (Anthropic)
  • Microsoft Project
  • Call accounting software
  • Gemini (Google)
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  • Microsoft Windows
  • Virtual private networking VPN software
  • NovaStor NovaBACKUP
  • Zmanda Amanda
  • Network management software
  • Gemini Code Assist
  • Shell script
  • Amazon CodeWhisperer
  • v0 by Vercel
  • Microsoft PowerPoint
  • Project scheduling software
  • Bolt.new
  • Python
  • Nagios
  • Spreadsheet software
  • Microsoft SQL Server
  • Microsoft PowerShell
  • ChatGPT (OpenAI)
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  • Personal computers
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  • Computer servers
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  • Scanners