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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

  • Supervise maintenance of telecommunications equipment.

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

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

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

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

  • Document procedures for hardware and software installation and use.

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

  • 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.

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

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

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

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

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

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

  • Prepare system activity and performance reports.

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

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

  • Estimate costs for system or component implementation and operation.

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

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

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

  • Document technical specifications and operating standards for telecommunications equipment.

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

Technologies & Software

  • Requirements analysis software
  • Claude (Anthropic)
  • Microsoft Visual Basic Scripting Edition VBScript
  • Microsoft Windows Server
  • Wireshark
  • Supervisory control and data acquisition SCADA software
  • Mistral (Mistral AI)
  • Grok (xAI)
  • Microsoft Exchange
  • Microsoft Office software
  • Kimi (Moonshot AI)
  • 2AB iLock Security Services
  • Amazon CodeWhisperer
  • Shell script
  • Spreadsheet software
  • Zmanda Amanda
  • Cisco Systems Cisco Traffic Analyzer
  • IBM Domino
  • ChatGPT (OpenAI)
  • Bolt.new
  • Computer aided design CAD software
  • Microsoft Windows
  • Tabnine
  • Project scheduling software
  • Llama (Meta)
  • Firewall software
  • UNIX
  • Operating system software
  • Access management software
  • Web design software
  • Structured query language SQL
  • Microsoft Project
  • Interactive voice response software
  • Perl
  • Antivirus software
  • Call accounting software
  • Microsoft Excel
  • Oracle Java
  • Linux
  • Lovable.dev
  • SiteMaster SiteSmart
  • Gemini Code Assist
  • McAfee
  • Apache Kafka
  • Virtual private networking VPN software
  • Microsoft Outlook
  • Microsoft PowerShell
  • Avaya Identity Engines
  • Microsoft PowerPoint
  • Google Antigravity
  • Perplexity AI
  • Microsoft Word
  • Devin (Cognition AI)
  • Voice over internet protocol VoIP system software
  • IBM Rational Requirements Composer
  • Autodesk AutoCAD
  • NortonLifeLock cybersecurity software
  • Microsoft Visio
  • IBM Lotus 1-2-3
  • DeepSeek
  • v0 by Vercel
  • Mistral AI (chat/models)
  • IBM Notes
  • Nagios
  • Nova (Amazon)
  • Web browser software
  • Qwen (Alibaba)
  • Gemini (Google)
  • Microsoft Teams
  • KornShell
  • NovaStor NovaBACKUP
  • Microsoft SQL Server
  • Cursor AI
  • Python
  • Codeium
  • GitHub Copilot
  • Network management software
  • Spectrum analyzers
  • Local area network LAN analyzers
  • Fiber optic strippers
  • Digital power meters
  • Infrared thermometers
  • Circuit testers
  • Wire locators
  • Fiber optic power meters
  • Phillips head screwdrivers
  • Field inspection microscopes
  • Fiber optic fusion splicers
  • Nut drivers
  • Soldering irons
  • Wire wrap guns
  • Fiber optic cable splicers
  • Insulation resistance testers
  • Personal computers
  • Multimeters
  • Fish tapes
  • Wire mappers
  • Optical power meters
  • Open end wrenches
  • Cable analyzers
  • Fiber optic fault locators
  • Power saws
  • Electricity monitors
  • Fiber optic cable strippers
  • Fiber scribes
  • Portable drills
  • Cable cutters
  • Digger derricks
  • Scanners
  • Wire pullers
  • Voltage testers
  • Laser printers
  • Continuity testers
  • Aerial bucket trucks
  • Cable plows
  • Pipe benders
  • Cable tie guns
  • Tone generators
  • Trenchers
  • Radio interference detection RID devices
  • Computer servers
  • Compaction tampers
  • Combo crimping tools
  • Winches
  • Jack termination tools
  • Flat head screwdrivers
  • Punch down insertion tools
  • Fiber optic tweezers
  • Amplifier probes
  • Infrared fiber meters
  • Tone test sets
  • Polarity testers
  • Coaxial cable testers
  • Optical time domain reflectometers OTDR