AI exposure: Telecommunications Engineering Specialists
Design or configure wired, wireless, and satellite communications systems for voice, video, and data services. Supervise installation, service, and maintenance.
Reading this score
computed47.3% of this occupation's weighted task load is exposed, which puts Telecommunications Engineering Specialists at the 85th percentile of 923 occupations. The capability is largely there. Its average task scores 2.9 out of 4 on what a current system can produce, and the frictions that hold other jobs in place are comparatively weak here.
What holds the line here is context. Across this occupation's 26 tasks it averages 1.71 out of 3, the highest of the five friction dimensions. In plain terms, the work depends on knowledge the model cannot hold. Much of this job runs on things that were never written down: what this particular organisation does, what happened last week, what the person across the table actually meant. That context is the barrier, and it erodes as systems are given more access.
The most exposed thing this job does is Use computer-aided design (CAD) software to prepare or evaluate network diagrams, floor plans,..., at 73.3%. The least is Supervise maintenance of telecommunications equipment, at 13.3%. A gap of 60.0% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within computer and mathematical occupations, this one is less exposed than the median of 57.8% across the group's 36 roles, with 32 scoring higher. Being in an exposed family does not make a particular job exposed, and the reverse holds too.
What would move this score. Of 26 tasks, 21 are currently banded exposed, 2 assisted and 3 untouched. For that distribution to shift materially would take systems being given deeper access to the organisation's own records and history, which is already happening. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Task by task
26 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Use computer-aided design (CAD) software to prepare or evaluate network diagrams, floor plans, or site configurations for existing facilities, renovations, or new systems. | 73.3% | 26.7% | 0.0% | 4.11 | exposed |
| Document procedures for hardware and software installation and use. | 73.3% | 26.7% | 0.0% | 3.88 | exposed |
| Document user support activity, such as system problems, corrective actions, resolution status, and completed equipment installations. | 73.3% | 26.7% | 0.0% | 3.62 | exposed |
| Prepare system activity and performance reports. | 73.3% | 26.7% | 0.0% | 3.29 | exposed |
| Assess existing facilities' needs for new or modified telecommunications systems. | 66.7% | 33.3% | 0.0% | 3.68 | exposed |
| 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. | 65.0% | 10.0% | 25.0% | 4.18 | exposed |
| Document technical specifications and operating standards for telecommunications equipment. | 60.0% | 40.0% | 0.0% | 4.48 | exposed |
| Monitor and analyze system performance, such as network traffic, security, and capacity. | 58.3% | 29.2% | 12.5% | 3.79 | exposed |
| Implement or perform preventive maintenance, backup, or recovery procedures. | 55.4% | 32.1% | 12.5% | 3.95 | exposed |
| Review and evaluate requests from engineers, managers, and technicians for system modifications. | 55.0% | 20.0% | 25.0% | 4.00 | exposed |
| Inspect sites to determine physical configuration, such as device locations and conduit pathways. | 55.0% | 20.0% | 25.0% | 3.90 | exposed |
| Develop, maintain, or implement telecommunications disaster recovery plans to ensure business continuity. | 50.0% | 25.0% | 25.0% | 4.09 | exposed |
| Estimate costs for system or component implementation and operation. | 50.0% | 25.0% | 25.0% | 4.08 | exposed |
| Provide user support by diagnosing network and device problems and implementing technical or procedural solutions. | 47.5% | 27.5% | 25.0% | 4.29 | exposed |
| Communicate with telecommunications vendors to obtain pricing and technical specifications for available hardware, software, or services. | 45.0% | 30.0% | 25.0% | 3.89 | exposed |
| Consult with users, administrators, and engineers to identify business and technical requirements for proposed system modifications or technology purchases. | 40.0% | 35.0% | 25.0% | 3.71 | exposed |
| Test and evaluate hardware and software to determine efficiency, reliability, or compatibility with existing systems. | 39.6% | 22.9% | 37.5% | 3.68 | exposed |
| Implement controls to provide security for operating systems, software, and data. | 35.0% | 40.0% | 25.0% | 4.11 | assisted |
| Manage user access to systems and equipment through account management and password administration. | 35.0% | 40.0% | 25.0% | 3.74 | assisted |
| Instruct in use of voice, video, and data communications systems. | 30.0% | 20.0% | 50.0% | 3.75 | exposed |
| Order or maintain inventory of telecommunications equipment for customer premises equipment (CPE), facilities, access networks, or backbone networks. | 30.0% | 20.0% | 50.0% | 3.45 | exposed |
| Prepare purchase requisitions for computer hardware and software, networking and telecommunications equipment, test equipment, cabling, or tools. | 30.0% | 20.0% | 50.0% | 3.05 | exposed |
| Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems. | 27.8% | 13.9% | 58.3% | 4.08 | untouched |
| Implement system renovation projects in collaboration with technical staff, engineering consultants, installers, and vendors. | 26.7% | 23.3% | 50.0% | 4.19 | exposed |
| Work with personnel and facilities management staff to install, remove, or relocate user connectivity equipment and devices. | 14.2% | 10.8% | 75.0% | 3.71 | untouched |
| Supervise maintenance of telecommunications equipment. | 13.3% | 11.7% | 75.0% | 3.87 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 2.89 | 0-4 |
| Embodiment | 0.74 | 0-3 |
| Presence | 0.45 | 0-3 |
| Accountability | 1.05 | 0-3 |
| Context | 1.71 | 0-3 |
| Verification cost | 1.48 | 0-3 |
What this means in practice
Where most of a role's weighted task load is exposed, the work that survives is usually the part of the job nobody wrote into the job description: deciding what should be produced rather than producing it, and being answerable for the result. The tasks lowest on this page are a better guide to where to spend your time than any general advice about the future of work.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.