Web Administrators
Computer and Mathematical Occupations- O*NET-SOC code
- 15-1299.01
Manage web environment design, deployment, development and maintenance activities. Perform testing and quality assurance of web sites and web applications.
- 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
0.311
0.000Range of values carried here0.745Group-level value
Scale, basis and source
Observed exposure index, 0–1 as published
Mapped onto O*NET tasks
Published per SOC 2018 occupation; every O*NET occupation with the same SOC 2018 code carries this value
- Data source: ILOPublished: 2025
0.43–0.55· 3 ISCO-08 groups
Scale, basis and source
Generative AI exposure index, 0–1 as published
Published per ISCO-08 unit group. Linked to this occupation, wholly or in part, by applying U.S. Bureau of Labor Statistics crosswalks (ISCO-08 to 2010 SOC, 2010 SOC to 2018 SOC) as published
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.
ILO value for each linked ISCO-08 group
- ISCO-08 2519Software and Applications Developers and Analysts Not Elsewhere Classified0.55
- ISCO-08 2529Database and Network Professionals Not Elsewhere Classified0.49
- ISCO-08 3511Information and Communications Technology Operations Technicians0.43
Task-level exposure
Exposed tasks only35 rated tasks · 35 tasks with β ≥ 0.5 (100.0%)
β = direct exposure (E1) + 0.5 × exposure when tools are available (E2), per the source repository's definition.
- Source unit: O*NET 27.2 tasks → O*NET 31.0 occupation code
- All rated tasks are in the O*NET 31.0 task list.
- Source
- OpenAI "GPTs are GPTs" exposure rubric
- Release
- gh-main-0471612
- License
- MIT License, Copyright (c) 2024 OpenAI
Tasks of O*NET-SOC 2010 occupation 15-1199.03 Web Administrators, linked to this occupation by the O*NET-SOC 2010 to 2019 crosswalk
| Task (O*NET 20.1) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Determine sources of web page or server problems, and take action to correct such problems.15-1199.03 | 0.399652.3 | 0.220830.3 |
Evaluate or recommend server hardware or software.15-1199.03 | 0.123916.2 | 0.06108.4 |
Develop or implement procedures for ongoing web site revision.15-1199.03 | 0.096112.6 | 0.110015.1 |
Develop or document style guidelines for web site content.15-1199.03 | 0.04315.6 | 0.03464.7 |
Identify, standardize, and communicate levels of access and security.15-1199.03 | 0.03484.6 | 0.06729.2 |
Review or update web page content or links in a timely manner, using appropriate tools.15-1199.03 | 0.01952.6 | 0.074510.2 |
Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.15-1199.03 | 0.01441.9 | 0.06388.7 |
Implement web site security measures, such as firewalls or message encryption.15-1199.03 | 0.01271.7 | 0.00410.6 |
Provide training or technical assistance in web site implementation or use.15-1199.03 | 0.00680.9 | 0.00160.2 |
Gather, analyze, or document user feedback to locate or resolve sources of problems.15-1199.03 | 0.00580.8 | 0.04055.5 |
Track, compile, and analyze web site usage data.15-1199.03 | 0.00510.7 | 0.02603.6 |
Check and analyze operating system or application logfiles regularly to verify proper system performance.15-1199.03 | 0.00210.3 | 0.02533.5 |
| Not observed on any surface — 23 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. | ||
Back up or modify applications and related data to provide for disaster recovery. | —0 | —0 |
Administer internet/intranet infrastructure, including components such as web, file transfer protocol (FTP), news and mail servers. | —0 | —0 |
Collaborate with development teams to discuss, analyze, or resolve usability issues. | —0 | —0 |
Test backup or recovery plans regularly and resolve any problems. | —0 | —0 |
Monitor web developments through continuing education, reading, or participation in professional conferences, workshops, or groups. | —0 | —0 |
Implement updates, upgrades, and patches in a timely manner to limit loss of service. | —0 | —0 |
Identify or document backup or recovery plans. | —0 | —0 |
Collaborate with web developers to create and operate internal and external web sites, or to manage projects, such as e-marketing campaigns. | —0 | —0 |
Install or configure web server software or hardware to ensure that directory structure is well-defined, logical, secure, and that files are named properly. | —0 | —0 |
Develop web site performance metrics. | —0 | —0 |
Identify or address interoperability requirements. | —0 | —0 |
Document installation or configuration procedures to allow maintenance and repetition. | —0 | —0 |
Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications. | —0 | —0 |
Recommend web site improvements, and develop budgets to support recommendations. | —0 | —0 |
Inform web site users of problems, problem resolutions or application changes and updates. | —0 | —0 |
Document application and web site changes or change procedures. | —0 | —0 |
Perform user testing or usage analyses to determine web sites' effectiveness or usability. | —0 | —0 |
Correct testing-identified problems, or recommend actions for their resolution. | —0 | —0 |
Develop and implement marketing plans for home pages, including print advertising or advertisement rotation. | —0 | —0 |
Set up or maintain monitoring tools on web servers or web sites. | —0 | —0 |
Develop testing routines and procedures. | —0 | —0 |
Evaluate testing routines or procedures for adequacy, sufficiency, and effectiveness. | —0 | —0 |
Test new software packages for use in web operations or other applications. | —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 (O*NET 27.2) | βE1 + 0.5 × E2 |
|---|---|
Back up or modify applications and related data to provide for disaster recovery.O*NET Task ID 14731 | 1.0 |
Determine sources of Web page or server problems, and take action to correct such problems.O*NET Task ID 14732 | 1.0 |
Review or update Web page content or links in a timely manner, using appropriate tools.O*NET Task ID 14733 | 1.0 |
Implement Web site security measures, such as firewalls or message encryption.O*NET Task ID 14735 | 1.0 |
Administer internet or intranet infrastructure, including Web, file, and mail servers.O*NET Task ID 14736 | 1.0 |
Collaborate with development teams to discuss, analyze, or resolve usability issues.O*NET Task ID 14737 | 1.0 |
Test backup or recovery plans regularly and resolve any problems.O*NET Task ID 14738 | 1.0 |
Monitor Web developments through continuing education, reading, or participation in professional conferences, workshops, or groups.O*NET Task ID 14739 | 1.0 |
Implement updates, upgrades, and patches in a timely manner to limit loss of service.O*NET Task ID 14740 | 1.0 |
Identify or document backup or recovery plans.O*NET Task ID 14741 | 1.0 |
Collaborate with Web developers to create and operate internal and external Web sites, or to manage projects, such as e-marketing campaigns.O*NET Task ID 14742 | 1.0 |
Install or configure Web server software or hardware to ensure that directory structure is well-defined, logical, and secure, and that files are named properly.O*NET Task ID 14743 | 1.0 |
Develop Web site performance metrics.O*NET Task ID 14745 | 1.0 |
Identify or address interoperability requirements.O*NET Task ID 14746 | 1.0 |
Document installation or configuration procedures to allow maintenance and repetition.O*NET Task ID 14747 | 1.0 |
Identify, standardize, and communicate levels of access and security.O*NET Task ID 14748 | 1.0 |
Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications.O*NET Task ID 14750 | 1.0 |
Inform Web site users of problems, problem resolutions, or application changes and updates.O*NET Task ID 14752 | 1.0 |
Document application and Web site changes or change procedures.O*NET Task ID 14753 | 1.0 |
Develop or implement procedures for ongoing Web site revision.O*NET Task ID 14754 | 1.0 |
Provide training or technical assistance in Web site implementation or use.O*NET Task ID 14755 | 1.0 |
Evaluate or recommend server hardware or software.O*NET Task ID 14757 | 1.0 |
Correct testing-identified problems, or recommend actions for their resolution.O*NET Task ID 14758 | 1.0 |
Develop or document style guidelines for Web site content.O*NET Task ID 14759 | 1.0 |
Check and analyze operating system or application log files regularly to verify proper system performance.O*NET Task ID 14761 | 1.0 |
Set up or maintain monitoring tools on Web servers or Web sites.O*NET Task ID 14762 | 1.0 |
Develop testing routines and procedures.O*NET Task ID 14763 | 1.0 |
Evaluate testing routines or procedures for adequacy, sufficiency, and effectiveness.O*NET Task ID 14764 | 1.0 |
Test new software packages for use in Web operations or other applications.O*NET Task ID 14765 | 1.0 |
Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.O*NET Task ID 14734 | 0.5 |
Gather, analyze, or document user feedback to locate or resolve sources of problems.O*NET Task ID 14744 | 0.5 |
Track, compile, and analyze Web site usage data.O*NET Task ID 14749 | 0.5 |
Recommend Web site improvements, and develop budgets to support recommendations.O*NET Task ID 14751 | 0.5 |
Perform user testing or usage analyses to determine Web sites' effectiveness or usability.O*NET Task ID 14756 | 0.5 |
Develop and implement marketing plans for home pages, including print advertising or advertisement rotation.O*NET Task ID 14760 | 0.5 |
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
All O*NET 31.0 task statements (35)
All O*NET 31.0 task statements for this occupation (English, as published; task type core or supplemental). Exposure values are not listed here; they are in the table above, next to each task statement as worded in the O*NET version each source used.
| Task (O*NET 31.0) | Type |
|---|---|
| Back up or modify applications and related data to provide for disaster recovery. | Core |
| Determine sources of Web page or server problems, and take action to correct such problems. | Core |
| Review or update Web page content or links in a timely manner, using appropriate tools. | Core |
| Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel. | Core |
| Implement Web site security measures, such as firewalls or message encryption. | Core |
| Collaborate with development teams to discuss, analyze, or resolve usability issues. | Core |
| Test backup or recovery plans regularly and resolve any problems. | Core |
| Monitor Web developments through continuing education, reading, or participation in professional conferences, workshops, or groups. | Core |
| Implement updates, upgrades, and patches in a timely manner to limit loss of service. | Core |
| Identify or document backup or recovery plans. | Core |
| Collaborate with Web developers to create and operate internal and external Web sites, or to manage projects, such as e-marketing campaigns. | Core |
| Install or configure Web server software or hardware to ensure that directory structure is well-defined, logical, and secure, and that files are named properly. | Core |
| Gather, analyze, or document user feedback to locate or resolve sources of problems. | Core |
| Develop Web site performance metrics. | Core |
| Identify or address interoperability requirements. | Core |
| Document installation or configuration procedures to allow maintenance and repetition. | Core |
| Identify, standardize, and communicate levels of access and security. | Core |
| Track, compile, and analyze Web site usage data. | Core |
| Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications. | Core |
| Recommend Web site improvements, and develop budgets to support recommendations. | Core |
| Inform Web site users of problems, problem resolutions, or application changes and updates. | Core |
| Document application and Web site changes or change procedures. | Core |
| Develop or implement procedures for ongoing Web site revision. | Core |
| Provide training or technical assistance in Web site implementation or use. | Core |
| Perform user testing or usage analyses to determine Web sites' effectiveness or usability. | Core |
| Evaluate or recommend server hardware or software. | Core |
| Correct testing-identified problems, or recommend actions for their resolution. | Core |
| Develop or document style guidelines for Web site content. | Core |
| Develop and implement marketing plans for home pages, including print advertising or advertisement rotation. | Core |
| Check and analyze operating system or application log files regularly to verify proper system performance. | Core |
| Set up or maintain monitoring tools on Web servers or Web sites. | Core |
| Develop testing routines and procedures. | Core |
| Evaluate testing routines or procedures for adequacy, sufficiency, and effectiveness. | Core |
| Test new software packages for use in Web operations or other applications. | Core |
| Administer internet or intranet infrastructure, including Web, file, and mail servers. | Supplemental |
0.00/ 3· Robot exposure index
Scale, basis and source
Each physical task is graded 0–3 by the setting in which robots that have been deployed, sold or demonstrated could do it (0 none · 1 purpose-built robot settings such as a fenced machine cell or a bottling line · 2 structured facilities such as a hospital pharmacy or a container port · 3 unstructured settings such as a private home or a construction site), and the grades are averaged by share of working time
Physical tasks among this occupation's O*NET 29.3 tasks
Anthropic estimated the grades and time shares with Claude Opus 5 using web search, as of 2026.
The robot exposure index is a different measure from the AI exposure figures on this site and cannot be added to or compared with them. It does not measure actual adoption or cost, and 0 also covers occupations with no physical tasks.
Tier of each physical task
None of this occupation's O*NET 29.3 tasks is classified as a physical task.
Occupation information
Employment outlook (BLS)
Values for the whole SOC 15-1299 group (Computer occupations, all other), not for this O*NET occupation alone.
- Employment, 2025
- 471K
- Projected employment, 2035
- 495K
- Change (2025–35)
- +5.1%
- Median annual wage, 2025
- $116,580
- Typical education needed for entry
- Bachelor's degree
Korea classification links (KSCO)
Links from the current release of the Korea Occupation Direct Crosswalk v1.1, made by AI Changing Work. Relation values are read from the O*NET-SOC occupation side.
| KSCO code | KSCO title | Relation | Status |
|---|---|---|---|
| 22520 | 웹 운영자 | Same scope | confirmed |
| 22241 | 웹 기획자 | Overlapping, not the same | confirmed |
Relation and status definitions(kr-direct v1.1)
ILO occupational description
AI Changing Work links the ISCO-08 unit groups below to this occupation by applying the U.S. Bureau of Labor Statistics crosswalks (2018 SOC to 2010 SOC, 2010 SOC to ISCO-08) as published, without case-by-case selection; each link may be whole or partial.
- ISCO-08 2519Software and Applications Developers and Analysts Not Elsewhere Classified
- ISCO-08 2529Database and Network Professionals Not Elsewhere Classified
- ISCO-08 3511Information and Communications Technology Operations Technicians
Sources: ILO ISCO-08 — details: Credits
ESCO occupational vocabulary
Each entry below is matched to this occupation in the published ESCO-O*NET Crosswalk (version 1, 2022). The match types are that crosswalk's; the wording is AI Changing Work's.
- webmasterESCO 3514.1Same scope
Webmasters deploy, maintain, monitor and support a web server to meet service requirements. They ensure optimum system integrity, security, backup and performance. They coordinate the content, quality and style of websites, execute the website strategy and update and add new features to websites.
Source: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
License: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
France classification links (ROME)
AI Changing Work's links between this occupation and ROME 4.0 job profiles, judged with AI models. Relations are read from this occupation's side. Links marked “provisional” were adopted on the judgments of two judges from the same model family (Claude) alone, or by an operator rule applied to their judgments, so they rest on weaker evidence than confirmed links.
| ROME code | ROME title (French) | Relation |
|---|---|---|
| M1834 | Administrateur / Administratrice de site internet | Same scope |
| M1886 | Chef / Cheffe de projet Web | Related, not a match |
| M1825 | Coordinateur / Coordinatrice de production web | Related, not a matchprovisional |
Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.
ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence.
(AI Changing Work link release: fr-direct v1)
Spain classification links (CNO-11)
AI Changing Work's links between this occupation and CNO-11 occupations, judged with AI models. Relations are read from this occupation's side.
| CNO-11 code | CNO-11 title (Spanish) | Relation |
|---|---|---|
| 3814 | Técnicos de la Web | This occupation is narrower |
Source: Instituto Nacional de Estadística (INE), National Classification of Occupations 2011 (CNO-11, Royal Decree 1591/2010) — www.ine.es · Licensed CC BY 4.0. CNO-11 codes and Spanish titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not an INE correspondence.
(AI Changing Work link release: es-direct v1)
Germany classification links (KldB)
AI Changing Work's links between this occupation and KldB occupations, judged with AI models. Relations are read from this occupation's side.
| KldB code | KldB title (German) | Relation |
|---|---|---|
| 43363 | Berufe in der Webadministration - komplexe Spezialistentätigkeiten | Same scopeprovisional |
Source: © Statistik der Bundesagentur für Arbeit — Klassifikation der Berufe 2010 – überarbeitete Fassung 2020, https://statistik.arbeitsagentur.de. KldB codes and titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own mapping (eigene Zuordnung) and are not a Bundesagentur für Arbeit correspondence.
(AI Changing Work link release: de-direct v1)
Japan classification links (JSCO)
AI Changing Work's links between this occupation and JSCO occupations, judged with AI models. Relations are read from this occupation's side.
| JSCO code | JSCO title (Japanese) | Relation |
|---|---|---|
| 105 | システム運用管理者 | This occupation is narrower |
Source: Ministry of Internal Affairs and Communications (MIC), Japan Standard Occupational Classification (Dec. 2009, MIC Notification No. 555). JSCO codes and Japanese titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not a MIC correspondence.
(AI Changing Work link release: jp-direct v1)
Sources, licenses and AI Changing Work's modification and translation notices for this page: Credits & sources