Telecommunications Engineering Specialists
In short: today's best AI models could do about 46% of this job's working time (projected from METR's April 2026 measurement and Epoch's November 2026 index) if the work were set up for them, and about 78% by the end of 2028 if progress keeps its long-run pace. The people and hands-on work, about 18% of the time, stays with people.
Design or configure wired, wireless, and satellite communications systems for voice, video, and data services. Supervise installation, service, and maintenance.
$134,050 a year (for the broader BLS group this job sits in).
A typical 40-hour week
Not yet reviewed task by task- AI could take on18 h
- A person checks AI's work0 h
- Desk work AI can't do yet15 h
- Stays with people7 h
Telecommunications Engineering Specialists, now: of a 40-hour week, AI could take on 18 hours, 0 hours become checking its work, 15 hours are desk work it can't do yet, and 7 hours stay with people.
The largest pieces: Document technical specifications and operating standards for telecommunications equipment (about 4 h); Use computer-aided design (CAD) software to prepare or evaluate network diagrams, floor plans, or site configurations for existing facilities, renovations, or new systems (about 3 h); 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 (about 1 h).
Estimates for a typical week of this job, if progress keeps its long-run pace, counting work the best models finish four times in five. Every task is below.
of the working time. Now is projected from METR's April 2026 measurement and Epoch's November 2026 index.
- 82%
- 8%
- 10%
of the work: Anthropic's measure of what people already bring to Claude at work (2025). It counts help with part of a task, so it can be higher than the share within reach.
On the chosen pace and reliability. Estimate.
Share of the working time within reach, now to 2030
Change assumptionsHide assumptionsLong-run pace, four in five
What each choice means: , , , , . Every pace starts from .
At this date and pace, models finish tasks up to 2.4 work days long four times in five.
How far this has come
With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 11%. Today's estimate: 46%.
A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.
Measured use over time
Of the Claude.ai conversations Anthropic sampled and tied to a work task, 0.085% went to this job's tasks in May 2026, the 189th largest of the 447 jobs that showed up at all; 1 of its 26 tasks showed up. Within each of Anthropic's methods, never across a change: 0.17% to 0.11% (released February and March 2025); 0.074% to 0.11% (August 2025 to February 2026); 0.09% to 0.085% (April to May 2026).
Each release
| Conversations | Share | Rank | Tasks seen |
|---|---|---|---|
| Released February 2025 | 0.17% | 108 of 708 | 11 of 26 |
| Released March 2025 | 0.11% | 156 of 703 | 10 of 26 |
| The week of Aug 4, 2025 (released September 2025) | 0.074% | 185 of 655 | 10 of 26 |
| The week of Nov 13, 2025 (released January 2026) | 0.1% | 153 of 672 | 10 of 26 |
| The week of Feb 5, 2026 (released March 2026) | 0.11% | 152 of 677 | 10 of 26 |
| April 2026 (released June 2026) | 0.09% | 177 of 434 | 1 of 26 |
| May 2026 (released June 2026) | 0.085% | 189 of 447 | 1 of 26 |
Measured, not estimated: Anthropic's samples of Claude.ai conversations, each tied by a model to an O*NET task, from the Anthropic Economic Index. It says where Claude's use goes, not how much of this job's working time it covers, so it is not on the same scale as the reach above. The releases differ in their sample, their classifier and the smallest share they report (the June 2026 file rounds each task to a hundredth of a percent, so a smaller task reads as none), which is why a change of method starts a new line. At least 96% of each older release's task-tied use matched this site's tasks, and all of the newest. Claude.ai only, so use through other tools and other companies' models is not in it. Every job ranked.
Robots and the physical work
Anthropic rates 7% of this job's working time as physical work. For 7% of the working time, a robot has been shown doing most of the task somewhere: 7% in a purpose-built cell. 0.07 of 3, the 547th highest of the 923 jobs.
- Not physical 93%
- In a purpose-built cell 7%
Anthropic's rating, not this site's estimate: Claude Opus 5, searching the web, rated each physical O*NET task by the kind of setting in which a robot it could cite (deployed, sold or demonstrated) does most of the task, weighted by its own estimate of each task's share of the time (What work can robots do?, September 30, 2026, data CC BY 4.0; every job ranked). A robot shown somewhere is not a robot in your building: cost, setup and safety decide that. The share within reach on this page still counts no body work. The robot behind each rated task is under the task below.
The tasks
Sorted by . 26 tasks from .
| Task | Kind | |||
|---|---|---|---|---|
| Implement system renovation projects in collaboration with technical staff, engineering consultants, installers, and vendors.Done more than yearly by most who do it. | 20% | 4.2 work days6.7 h to 3.3 work weeks | 5%Half by Apr 2028 | |
| Document technical specifications and operating standards for telecommunications equipment.Done more than monthly by most who do it. AI observed on this task. | 14% | 5 h1.7 h to 2.1 work days | 73%Half by now | |
| Use computer-aided design (CAD) software to prepare or evaluate network diagrams, floor plans, or site configurations for existing facilities, renovations, or new systems.Done more than weekly by most who do it. | 10% | 3.3 h50 min to 1.7 work days | 71%Half by now | |
| Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems.Done more than weekly by most who do it. | 6% | 6.7 h1.7 h to 2.5 work days | Stays with people | |
| Develop, maintain, or implement telecommunications disaster recovery plans to ensure business continuity.Done more than yearly by most who do it. | 6% | 2.1 work days3.3 h to 1.7 work weeks | 15%Half by Oct 2027 | |
| Test and evaluate hardware and software to determine efficiency, reliability, or compatibility with existing systems.Done more than yearly by most who do it. | 4% | 6.7 h1.7 h to 3.1 work days | 48%Half by now | |
| 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.Done more than monthly by most who do it. | 4% | 1.7 h25 min to 6.7 h | 88%Half by now | |
| Estimate costs for system or component implementation and operation.Done more than monthly by most who do it. | 4% | 3.3 h50 min to 1.3 work days | 80%Half by now | |
| Supervise maintenance of telecommunications equipment.Done more than monthly by most who do it. | 4% | 2.5 h50 min to 1 work day | Stays with people | |
| Document procedures for hardware and software installation and use.Done more than monthly by most who do it. | 3% | 3.3 h50 min to 1 work day | 86%Half by now | |
| Provide user support by diagnosing network and device problems and implementing technical or procedural solutions.Done daily by most who do it. AI observed on this task. | 3% | 50 min13 min to 3.3 h | 97%Half by now | |
| Monitor and analyze system performance, such as network traffic, security, and capacity.Done more than monthly by most who do it. | 3% | 1.3 h25 min to 4.2 h | 98%Half by now |
Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.
Jobs that share skills with this one
From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.
- Computer Network Architects44% now, 83% by 2028
- Computer Network Support Specialists79% now, 82% by 2028
- Telecommunications Equipment Installers and Repairers, Except Line Installers13% now, 13% by 2028
- Computer Systems Engineers/Architects45% now, 67% by 2028
- Network and Computer Systems Administrators54% now, 89% by 2028
- Electronics Engineers, Except Computer26% now, 73% by 2028
Where this job works
The industry groups that employ the most of it (BLS, May 2025). Counts are for the broader BLS group this job sits in.
Where the most of these jobs are
The metro areas with the most people in it (BLS, May 2025). Counts are for the broader BLS group this job sits in.
Questions about this job
- How much of the work of Telecommunications Engineering Specialists is within reach of AI now?
- An estimated 46% of the working time is within reach of AI models now and 78% by the end of 2028, on METR's long-run pace at four in five (66% to 82% across the three paces the site shows). Within reach means a model could finish work that long at that reliability. It is not a forecast of jobs lost or of savings.
- Which tasks of Telecommunications Engineering Specialists come within reach first?
- Weighted by the time each takes, the tasks with the most within reach now (projected from METR's April 2026 measurement and Epoch's November 2026 index) are: Document technical specifications and operating standards for telecommunications equipment (73% of the task's time now, 100% by the end of 2028); Use computer-aided design (CAD) software to prepare or evaluate network diagrams, floor plans, or site configurations for existing facilities, renovations, or new systems (71% of the task's time now, 100% by the end of 2028); and 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 (88% of the task's time now, 100% by the end of 2028).
- Which tasks of Telecommunications Engineering Specialists stay with people?
- Tasks that are people work or body work are not counted as within reach at any date. The largest: Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems; Supervise maintenance of telecommunications equipment; and Work with personnel and facilities management staff to install, remove, or relocate user connectivity equipment and devices. Together such tasks are about 18% of the working time.
- Do people already use AI for the work of Telecommunications Engineering Specialists?
- In the Claude.ai conversations Anthropic sampled for May 2026 and tied to a work task, 0.085% went to this job's tasks, the 189th largest share of the 447 jobs that showed up; 1 of its 26 tasks appeared. Anthropic's labor market measure puts the share of the job's tasks seen in real Claude use at work at 20%. These are measures of use, not of how much of the work AI could finish, and they cover Claude only.
- Can robots do the physical work of Telecommunications Engineering Specialists?
- Anthropic's robot exposure rating (September 2026) finds 7% of the working time is physical work, and that a robot has been shown doing most of the task, somewhere, for 7% of the working time. Its index is 0.07 of 3. One example: Eureka Robotics force-controlled connector insertion cell (Eureka 3D camera + force-torque sensing) for "work with personnel and facilities management staff to install, remove, or relocate user connectivity equipment and devices". A robot shown somewhere is not one in every workplace; this site's own estimates still count no physical work as within reach.
- How is this estimated?
- From the 26 tasks O*NET lists for the occupation, each with an estimated length checked against GDPval and a share of the working time, each classed as desk, people or body work, and METR's measurements of how long a task the best AI models can finish, carried forward to the date from the latest, Claude Mythos Preview (early) in April 2026. Data checked November 10, 2026.
This job in your state or metro area
Embed these figures on your site
A small card with the share of working time within reach now and at the end of 2027, 2028 and 2030, the date and a link back. Free under CC BY 4.0; the card carries the credit.
Your own version of this job
The page above is the occupation. Your job is your title and what you actually do: give both, and they are read against these tasks in your browser, nothing sent anywhere. The headline is free: how much of your working time is within reach now and by the end of 2028, and how many of the tasks your description names.
This occupation has not been reviewed task by task yet, so the full personal report is not offered for it; 402 of 923 occupations are reviewed so far, largest first.