Network Engineers
Computer & MathematicalAI exposure
- Data source: BLSPublished: 2026-08
Very high· relative
LowFour relative bandsVery highGroup-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
- Data source: AnthropicPublished: 2026-03
0.199
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.52
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
ISCO-08 unit group — every occupation sharing the code gets this value
Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 15% score at or above this value.
What kind of figure this source publishes
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Task-level exposure
Exposed tasks onlyValues in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Test and evaluate hardware and software to determine efficiency, reliability, or compatibility with existing systems.O*NET Task ID 16061 | 1.0 |
Prepare purchase requisitions for computer hardware and software, networking and telecommunications equipment, test equipment, cabling, or tools.O*NET Task ID 16066 | 1.0 |
Manage user access to systems and equipment through account management and password administration.O*NET Task ID 16070 | 1.0 |
Implement or perform preventive maintenance, backup, or recovery procedures.O*NET Task ID 16074 | 1.0 |
Implement controls to provide security for operating systems, software, and data.O*NET Task ID 16075 | 1.0 |
Document user support activity, such as system problems, corrective actions, resolution status, and completed equipment installations.O*NET Task ID 16076 | 1.0 |
Document technical specifications and operating standards for telecommunications equipment.O*NET Task ID 16077 | 1.0 |
Document procedures for hardware and software installation and use.O*NET Task ID 16078 | 1.0 |
Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems.O*NET Task ID 16083 | 1.0 |
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.O*NET Task ID 16058 | 0.5 |
Supervise maintenance of telecommunications equipment.O*NET Task ID 16062 | 0.0 |
Inspect sites to determine physical configuration, such as device locations and conduit pathways.O*NET Task ID 16072 | 0.0 |
Work with personnel and facilities management staff to install, remove, or relocate user connectivity equipment and devices.O*NET Task ID 16079 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Eloundou et al. (2023): see full notices on the Credits page