Computer Network Architects
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
Show 52 hidden tasks| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Provide user support by diagnosing network and device problems and implementing technical or procedural solutions.15-1241 | 0.080080.0 | 0.010014.3 |
Estimate time and materials needed to complete projects.15-1241 | 0.020020.0 | 0.010014.3 |
Monitor and analyze system performance, such as network traffic, security, and capacity.15-1241 | 0.00000.0 | 0.010014.3 |
Manage user access to systems and equipment through account management and password administration.15-1241 | 0.00000.0 | 0.010014.3 |
Implement controls to provide security for operating systems, software, and data.15-1241 | 0.00000.0 | 0.010014.3 |
Document user support activity, such as system problems, corrective actions, resolution status, and completed equipment installations.15-1241 | 0.00000.0 | 0.010014.3 |
Monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning.15-1241 | 0.00000.0 | 0.010014.3 |
Values 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 |
|---|---|
Design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems.O*NET Task ID 18962 | 1.0 |
Determine specific network hardware or software requirements, such as platforms, interfaces, bandwidths, or routine schemas.O*NET Task ID 18964 | 1.0 |
Develop and implement solutions for network problems.O*NET Task ID 18965 | 1.0 |
Develop and write procedures for installation, use, or troubleshooting of communications hardware or software.O*NET Task ID 18966 | 1.0 |
Develop conceptual, logical, or physical network designs.O*NET Task ID 18967 | 1.0 |
Develop network-related documentation.O*NET Task ID 18969 | 1.0 |
Develop or maintain project reporting systems.O*NET Task ID 18970 | 1.0 |
Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.O*NET Task ID 18971 | 1.0 |
Explain design specifications to integration or test engineers.O*NET Task ID 18976 | 1.0 |
Maintain networks by performing activities such as file addition, deletion, or backup.O*NET Task ID 18977 | 1.0 |
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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page