Will AI replace telecommunications engineering specialists?

AI already handles some of this work on its own in real use, for tasks like “Provide user support by diagnosing network and device problems and implementing technical or procedural solutions”. That's 1h 28m of a typical shift; 6h 20m still has no AI or robot evidence. BLS expects about 7.7% more of these jobs by 2035.

Time card for telecommunications engineering specialists showing a typical 8-hour shift: 6h 20m done by people, 12m done by people with AI, 1h 28m by AI.
Each mark is 5 minutes of a typical shift for telecommunications engineering specialists, colored by who does that task today. Estimates from O*NET tasks and Anthropic Economic Index data. How it's made

Home / Computers & math / Telecommunications Engineering Specialists

Design or configure wired, wireless, and satellite communications systems for voice, video, and data services. Supervise installation, service, and maintenance.

Time card

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MineTask, by time spentHumanWith AIAIRobot
Consult with users, administrators, and engineers to identify business and technical requirements for proposed system modifications or technology purchases.35m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Implement system renovation projects in collaboration with technical staff, engineering consultants, installers, and vendors.35m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Provide user support by diagnosing network and device problems and implementing technical or procedural solutions.35m a shift · Observed in AI useTypical AI request: about 1h 46m alone, 59m with AI
Why this label?Marked AI because this task shows up regularly in real AI conversations (Anthropic Economic Index, 2025 usage), and in most of them AI does the task on its own rather than helping a person. Many workplaces may not use AI for it at all. How labels work
Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems.29m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Monitor and analyze system performance, such as network traffic, security, and capacity.29m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Implement or perform preventive maintenance, backup, or recovery procedures.23m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
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.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Review and evaluate requests from engineers, managers, and technicians for system modifications.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Assess existing facilities' needs for new or modified telecommunications systems.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Communicate with telecommunications vendors to obtain pricing and technical specifications for available hardware, software, or services.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Inspect sites to determine physical configuration, such as device locations and conduit pathways.18m a shift · Robots only in factory cells
Why this label?Robots have done this only in factory setups built around the machine, so it stays Human for telecommunications engineering specialists. How labels work
Document user support activity, such as system problems, corrective actions, resolution status, and completed equipment installations.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Work with personnel and facilities management staff to install, remove, or relocate user connectivity equipment and devices.18m a shift · Robots only in factory cells
Why this label?Robots have done this only in factory setups built around the machine, so it stays Human for telecommunications engineering specialists. How labels work
Implement controls to provide security for operating systems, software, and data.18m a shift · Observed in AI useTypical AI request: about 4h 56m alone, 55m with AI
Why this label?Marked AI because this task shows up regularly in real AI conversations (Anthropic Economic Index, 2025 usage), and in most of them AI does the task on its own rather than helping a person. Many workplaces may not use AI for it at all. How labels work
Test and evaluate hardware and software to determine efficiency, reliability, or compatibility with existing systems.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Supervise maintenance of telecommunications equipment.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Develop, maintain, or implement telecommunications disaster recovery plans to ensure business continuity.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Document procedures for hardware and software installation and use.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Instruct in use of voice, video, and data communications systems.12m a shift · Observed in AI use
Why this label?Marked With AI because people regularly use AI to help with this task in real conversations (Anthropic Economic Index, 2025 usage), but AI doesn't usually finish it alone. How labels work
Prepare purchase requisitions for computer hardware and software, networking and telecommunications equipment, test equipment, cabling, or tools.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Document technical specifications and operating standards for telecommunications equipment.12m a shift · Observed in AI useTypical AI request: about 10h 30m alone, 35m with AI
Why this label?Marked AI because this task shows up regularly in real AI conversations (Anthropic Economic Index, 2025 usage), and in most of them AI does the task on its own rather than helping a person. Many workplaces may not use AI for it at all. How labels work
Estimate costs for system or component implementation and operation.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Order or maintain inventory of telecommunications equipment for customer premises equipment (CPE), facilities, access networks, or backbone networks.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Use computer-aided design (CAD) software to prepare or evaluate network diagrams, floor plans, or site configurations for existing facilities, renovations, or new systems.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Prepare system activity and performance reports.12m a shift · Observed in AI use
Why this label?Marked AI because this task shows up regularly in real AI conversations (Anthropic Economic Index, 2025 usage), and in most of them AI does the task on its own rather than helping a person. Many workplaces may not use AI for it at all. How labels work
Manage user access to systems and equipment through account management and password administration.12m a shift · Observed in AI useTypical AI request: about 2h 53m alone, 37m with AI
Why this label?Marked AI because this task shows up regularly in real AI conversations (Anthropic Economic Index, 2025 usage), and in most of them AI does the task on its own rather than helping a person. Many workplaces may not use AI for it at all. How labels work

Clock history

  1. 1h 40m touchedFirst published: O*NET 30.1, Anthropic Economic Index (2025 usage and September 2026 robot study), BLS May 2025

When new data changes this clock, the date, the new numbers and the reason are logged here. Company news alone never moves the clock.

On the floor

No company news tracked for this job yet. New stories are added as they happen.

Ask the clock

Will AI replace telecommunications engineering specialists?

Unlikely, though parts of the work are changing. About 1h 40m of an 8-hour shift goes to tasks touched by AI working on its own. The breakdown: 12m done by people with AI help, 1h 28m that AI mostly does alone. The other 6h 20m (79%) stays with people. Separately, BLS expects about 7.7% more of these jobs by 2035 (all jobs: +3.5%).

What can AI already do for telecommunications engineering specialists?

AI shows up regularly in 6 of 26 tasks, about 1h 40m of a typical shift. The biggest ones:

  • Provide user support by diagnosing network and device problems and implementing technical or procedural solutions. (35m a shift, AI mostly does it alone)
  • Implement controls to provide security for operating systems, software, and data. (18m a shift, AI mostly does it alone)
  • Document technical specifications and operating standards for telecommunications equipment. (12m a shift, AI mostly does it alone)
  • Prepare system activity and performance reports. (12m a shift, AI mostly does it alone)
  • Manage user access to systems and equipment through account management and password administration. (12m a shift, AI mostly does it alone)
Where do robots fit in?

Not in workplaces like this one, based on a 2026 review of robot deployments. 2 more tasks have only been done in factory setups built around the machine, so they stay with people here.

What still needs a person?

6h 20m of a typical shift, or 79%, goes to tasks with no AI or robot evidence yet. No AI usage or robot deployment has shown up for these so far. The biggest:

  • Consult with users, administrators, and engineers to identify business and technical requirements for proposed system modifications or technology purchases. (35m a shift)
  • Implement system renovation projects in collaboration with technical staff, engineering consultants, installers, and vendors. (35m a shift)
  • Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems. (29m a shift)
  • Monitor and analyze system performance, such as network traffic, security, and capacity. (29m a shift)
  • Implement or perform preventive maintenance, backup, or recovery procedures. (23m a shift)
Why is that work hard to automate?

Much of it comes down to where and how the work happens. In-person, hands-on and high-stakes work is where AI and robots have made the least headway so far. In the official O*NET survey of people in this job:

  • 84% talk face to face with others every day
  • 62% say dealing with the public is very or extremely important
  • 57% are in constant contact with other people
How much time does AI save on these tasks?

For the 4 tasks in this job where AI shows up and timing data exists, a typical request takes about 3h 55m for a person alone and about 46m with AI. These are Claude's own estimates from real conversations in April and May 2026 (Anthropic Economic Index). They describe single requests, not whole workdays, and time saved on a task doesn't mean jobs are cut. The biggest gaps:

  • Document technical specifications and operating standards for telecommunications equipment (about 10h 30m alone, 35m with AI)
  • Implement controls to provide security for operating systems, software, and data (about 4h 56m alone, 55m with AI)
  • Manage user access to systems and equipment through account management and password administration (about 2h 53m alone, 37m with AI)
Are employers still hiring telecommunications engineering specialists?

On Indeed, job postings in the IT Systems & Solutions sector are at 77% of their February 2020 level (all U.S. postings: 104%), up 10.8% from a year earlier, as of Oct 9, 2026. BLS separately expects about 9,600 openings a year in this job through 2035. Across all U.S. postings, 7.3% now mention AI skills. Sector postings cover more than this one job and move for many reasons besides AI.

How much do telecommunications engineering specialists make?

The median pay is about $134,050 a year ($64.45 an hour), 163% above the median for all U.S. jobs ($50,980). Most people in this job earn between $79,900 and $202,680 a year; that range covers the middle 80%. Pay figures are from BLS, May 2025, and vary a lot by state and employer. Pick a state to compare:

Is this job growing or shrinking?

BLS projects growth of 7.7% from 2025 to 2035, compared with 3.5% growth for all jobs. That's about 196,000 jobs in 2035. It expects about 9,600 openings a year, mostly from people retiring or changing careers. These projections don't single out AI as a cause.

How many telecommunications engineering specialists are there in the U.S.?

About 180,000 people in the U.S., roughly 0.12% of all workers (BLS, May 2025). That makes it the 185th largest of the 796 jobs on this site. BLS expects about 196,000 in 2035.

What training do telecommunications engineering specialists need?

The most common requirement is a post-secondary certificate: about 24% of people in the job said so in the official O*NET survey. O*NET rates the job at level 3 of 5 for preparation, which usually means: vocational school or associate's degree. Requirements vary by state and employer, especially for licensed work.

What should I learn to stay ahead of AI?

These come from the job's official skill ratings and from the tasks that AI and robots touch least today. Building them keeps you strong in the parts of the work that still need a person:

  • Skills that matter more here than in most jobs: Quality Control Analysis, Systems Evaluation, Operations Monitoring, Mathematics
  • Get strong at the parts of the job that stay with people (listed above), which take 6h 20m of a typical shift
  • Tools employers list: Microsoft Visio, Microsoft PowerPoint, Microsoft Outlook, Microsoft Office software, Microsoft Excel
  • Learn to use AI well on the tasks where it already shows up in this job (listed above)
What other jobs could telecommunications engineering specialists move into?

These use similar skills. Matches come from 109 official ratings of skills, knowledge and work activities, and each needs the same or less preparation unless the official list relates the jobs directly:

  • Computer Network Architects (1h 59m touched, $134k median pay)
  • Computer Systems Engineers/Architects (3h 7m touched, $117k median pay)
  • Computer Network Support Specialists (2h 40m touched, $76k median pay)
  • Network and Computer Systems Administrators (2h 56m touched, $99k median pay)
  • Electronics Engineers (2h 32m touched, $130k median pay)
How solid are these numbers?

Each task carries its own evidence label. For this job: 6 observed in real AI use, 20 with no AI or robot evidence found. The minutes per task are estimates, not measured hours, and "no evidence" doesn't prove a task is safe.

Tools in demand

  • Microsoft Visio
  • Autodesk AutoCAD
  • Apache Kafka
  • Linux

Plus everyday office tools: Microsoft PowerPoint, Microsoft Outlook, Microsoft Office software, Microsoft Excel.

Also called

Communications Analyst, Communications Engineer, Communications Network Engineer, Communications Systems Engineer, Engineer, Infrastructure Engineer, Messaging Engineer, Multimedia Telecommunications Systems Integrator, Network Engineer, Registered Communications Distribution Designer (RCDD), Telecommunication Design Analyst (Telecom Design Analyst), Telecommunication Design Engineer (Telecom Design Engineer), Telecommunication Engineer (Telecom Engineer), Telecommunication Systems Designer (Telecom Systems Designer)