Information Security Analysts
Computer & MathematicalAI exposure
- Data source: BLSPublished: '26.08
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: '26.03
0.486
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: '25
0.49
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, 21% 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 only| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Document computer security and emergency measures policies, procedures, and tests.15-1122 | 0.064636.2 | 0.025410.0 |
Coordinate implementation of computer system plan with establishment personnel and outside vendors.15-1122 | 0.056631.7 | 0.050819.9 |
Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.15-1122 | 0.030317.0 | 0.075729.7 |
Encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.15-1122 | 0.01045.8 | 0.00251.0 |
Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.15-1122 | 0.00613.4 | 0.00261.0 |
Monitor use of data files and regulate access to safeguard information in computer files.15-1122 | 0.00512.9 | 0.088434.7 |
Modify computer security files to incorporate new software, correct errors, or change individual access status.15-1122 | 0.00291.6 | 0.00963.8 |
Monitor current reports of computer viruses to determine when to update virus protection systems.15-1122 | 0.00261.5 | —0 |
| Not observed on any surface — 4 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | ||
Train users and promote security awareness to ensure system security and to improve server and network efficiency. | —0 | —0 |
Confer with users to discuss issues such as computer data access needs, security violations, and programming changes. | —0 | —0 |
Review violations of computer security procedures and discuss procedures with violators to ensure violations are not repeated. | —0 | —0 |
Maintain permanent fleet cryptologic and carry-on direct support systems required in special land, sea surface and subsurface operations. | —0 | —0 |
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 |
|---|---|
Confer with users to discuss issues such as computer data access needs, security violations, and programming changes.O*NET Task ID 5315 | 1.0 |
Modify computer security files to incorporate new software, correct errors, or change individual access status.O*NET Task ID 5317 | 1.0 |
Encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.O*NET Task ID 5321 | 1.0 |
Document computer security and emergency measures policies, procedures, and tests.O*NET Task ID 5322 | 1.0 |
Train users and promote security awareness to ensure system security and to improve server and network efficiency.O*NET Task ID 5313 | 0.5 |
Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.O*NET Task ID 5314 | 0.5 |
Monitor current reports of computer viruses to determine when to update virus protection systems.O*NET Task ID 5316 | 0.5 |
Coordinate implementation of computer system plan with establishment personnel and outside vendors.O*NET Task ID 5318 | 0.5 |
Monitor use of data files and regulate access to safeguard information in computer files.O*NET Task ID 5319 | 0.5 |
Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.O*NET Task ID 5320 | 0.5 |
Maintain permanent fleet cryptologic and carry-on direct support systems required in special land, sea surface and subsurface operations.O*NET Task ID 5324 | 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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
Occupation information
Recent Changes Affecting This Occupation
Mar 2026: Published evergreen blog post analyzing AI impact on information security analysts (50% exposure, 26% risk, augment mode)
[Source: AI Changing Work Blog]