Web Developers
Computer and Mathematical Occupations- O*NET-SOC code
- 15-1254.00
Develop and implement websites, web applications, application databases, and interactive web interfaces. Evaluate code to ensure that it is properly structured, meets industry standards, and is compatible with browsers and devices. Optimize website performance, scalability, and server-side code and processes. May develop website infrastructure and integrate websites with other computer applications.
AI 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
0.480
0.000Range of values carried here0.745Scale, 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
0.53–0.60· 2 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 2513Web and Multimedia Developers0.60
- ISCO-08 3514Web Technicians0.53
AI exposure (OpenAI rubric)
29 rated tasks · 29 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
Task statements from the O*NET® 31.0 Database, core tasks first.
| Task | Type | β (OpenAI) |
|---|---|---|
| Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media. | Core | 1 |
| Perform or direct Web site updates. | Core | 1 |
| Confer with management or development teams to prioritize needs, resolve conflicts, develop content criteria, or choose solutions. | Core | 0.5 |
| Back up files from Web sites to local directories for instant recovery in case of problems. | Core | 1 |
| Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems. | Core | 1 |
| Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups. | Core | 0.5 |
| Analyze user needs to determine technical requirements. | Core | 1 |
| Develop databases that support Web applications and Web sites. | Core | 1 |
| Renew domain name registrations. | Core | 1 |
| Collaborate with management or users to develop e-commerce strategies and to integrate these strategies with Web sites. | Core | 0.5 |
| Write supporting code for Web applications or Web sites. | Core | 1 |
| Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites. | Core | 1 |
| Perform Web site tests according to planned schedules, or after any Web site or product revision. | Core | 1 |
| Select programming languages, design tools, or applications. | Core | 1 |
| Respond to user email inquiries, or set up automated systems to send responses. | Core | 1 |
| Develop or implement procedures for ongoing Web site revision. | Core | 1 |
| Establish appropriate server directory trees. | Core | 1 |
| Recommend and implement performance improvements. | Core | 1 |
| Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware. | Core | 1 |
| Create Web models or prototypes that include physical, interface, logical, or data models. | Core | 1 |
| Evaluate or recommend server hardware or software. | Core | 1 |
| Document test plans, testing procedures, or test results. | Core | 1 |
| Document technical factors such as server load, bandwidth, database performance, and browser and device types. | Core | 1 |
| Monitor security system performance logs to identify problems and notify security specialists when problems occur. | Supplemental | 0.5 |
| Research, document, rate, or select alternatives for Web architecture or technologies. | Supplemental | 1 |
| Install and configure hypertext transfer protocol (HTTP) servers and associated operating systems. | Supplemental | 1 |
| Develop system interaction or sequence diagrams. | Supplemental | 1 |
| Design and implement Web site security measures, such as firewalls and message encryption. | — | 1 |
| Incorporate technical considerations into Web site design plans, such as budgets, equipment, performance requirements, and legal issues including accessibility and privacy. | — | 1 |
Occupation information
Sources and attribution
This page includes information from the O*NET® 31.0 Database (https://www.onetcenter.org/database.html) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license (https://creativecommons.org/licenses/by/4.0/). O*NET® is a trademark of USDOL/ETA. AI Changing Work has modified all or some of this information: the O*NET-SOC code, title and task statements are reproduced in English without change; task-type labels are shown in the page's language and tasks are listed core first; any Korean occupation title shown on the Korean-language page is AI Changing Work's translation; any KSCO-8 unit groups linked to this occupation were paired with it by AI Changing Work's judgment, and the relation labels and statuses are AI Changing Work's additions. USDOL/ETA has not approved, endorsed, or tested these modifications.
Any AI exposure figures on this page are published by third parties, not by AI Changing Work, and none is part of the O*NET information. OpenAI publishes task-level scores (MIT License) for O*NET 27.2 task statements; each is shown next to the O*NET 31.0 task statement with the same task ID, whose wording can differ from the 27.2 statement that was scored. OpenAI also publishes occupation-level scores for O*NET-SOC codes in the same release, and any such score is shown on the O*NET occupation with the same code. Anthropic publishes an observed exposure index in the Anthropic Economic Index (CC-BY), and the U.S. Bureau of Labor Statistics publishes relative AI exposure categories (public domain); both are published per SOC code, and each value is shown on every O*NET occupation with that code. The International Labour Organization publishes a generative AI exposure index in ILO Working Paper 140 (CC BY 4.0) for ISCO-08 unit groups; AI Changing Work links those groups to O*NET occupations by applying the U.S. Bureau of Labor Statistics ISCO-08 to 2010 SOC and 2010 SOC to 2018 SOC crosswalks as published, without case-by-case selection, and these crosswalks match many groups only in part. Where several unit groups are linked, each group's published value is listed, and any summary shows only the lowest and highest of those values with the number of groups; no exposure figure is averaged or recalculated. Any employment figures are published by the U.S. Bureau of Labor Statistics for the SOC group containing this occupation. Each source is credited where its figures are shown.
O*NET OnLine: 15-1254.00 Web Developers
KSCO 코드·명칭: 한국표준직업분류(제8차 개정) — 통계청 고시 제2024-328호 (2024-07-01 고시, 2025-01-01 시행). 저작권법 제7조 제2호의 고시 항목이다. 명칭 표기(가운뎃점·띄어쓰기)는 해설서 2차 정오 반영판의 표기를 따랐으며, 고시 항목표와는 18개 명칭에서 가운뎃점 글리프나 띄어쓰기만 다르다. 통계청은 2025년 10월 국가데이터처로 개편되었다. 이 페이지의 KSCO 연결은 통계청·국가데이터처의 공식 연계표가 아니다.