Pediatricians, General
Healthcare Practitioners and Technical Occupations- O*NET-SOC 代码
- 29-1221.00
Diagnose, treat, and help prevent diseases and injuries in children. May refer patients to specialists for further diagnosis or treatment, as needed.
- 数据来源: BLS发布时间: 2026-08
高· 相对
低四级相对区间很高职业群单位数值
尺度 · 母数 · 来源
四级相对类别(低 / 中等 / 高 / 很高)
以BLS就业预测表中831个细分职业为基数。取值按 NEM(全国就业矩阵)代码给定,因此共用同一 NEM 代码的职业得到相同分档
- 数据来源: Anthropic发布时间: 2026-03
0.000
0.000此处所载数值的范围0.745尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.29
0.09此处所载数值的范围0.70职业群单位数值
尺度 · 母数 · 来源
生成式AI暴露度指数,按发布原值0–1
按 ISCO-08 细类(4 位)发布的数值。按原样应用美国劳工统计局(BLS)的官方对照表(ISCO-08→2010 SOC、2010 SOC→2018 SOC)关联到本职业,对应关系为全部或部分对应
该来源发布的是什么性质的数值
BLS的类别是相对排位而非绝对水平,也不是一手测量:它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测,不是采用概率,也不区分自动化与增强。
Task-level exposure
仅显示有暴露的工作已评分任务 17 项 · β ≥ 0.5 的任务 16 项(94.1%)
β = 直接暴露(E1)+ 0.5 × 借助工具时的暴露(E2),依据原始代码库的定义。
- 原始单位:O*NET 27.2 任务 → O*NET 31.0 职业代码
- 所有已评分任务均在 O*NET 31.0 任务列表中。
- 来源
- OpenAI "GPTs are GPTs" exposure rubric
- 版本
- gh-main-0471612
- 许可
- MIT License, Copyright (c) 2024 OpenAI
以下为 O*NET-SOC 2010 职业 29-1065.00 Pediatricians, General 的工作任务,由本站依据 O*NET-SOC 2010→2019 官方对照表关联到此职业
| Task (O*NET 20.1) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.29-1065.00 | 0.017524.4 | —0 |
Examine children regularly to assess their growth and development.29-1065.00 | 0.011716.3 | —0 |
Plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents.29-1065.00 | 0.009313.0 | —0 |
Collect, record, and maintain patient information, such as medical history, reports, and examination results.29-1065.00 | 0.007610.6 | 0.028488.2 |
Explain procedures and discuss test results or prescribed treatments with patients and parents or guardians.29-1065.00 | 0.007210.0 | —0 |
Plan, implement, or administer health programs or standards in hospitals, businesses, or communities for prevention or treatment of injury or illness.29-1065.00 | 0.00496.8 | 0.00216.4 |
Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury in infants and children.29-1065.00 | 0.00496.8 | —0 |
Monitor patients' conditions and progress and reevaluate treatments as necessary.29-1065.00 | 0.00354.9 | 0.00175.4 |
Advise patients, parents or guardians, and community members concerning diet, activity, hygiene, and disease prevention.29-1065.00 | 0.00202.8 | —0 |
Provide consulting services to other physicians.29-1065.00 | 0.00172.4 | —0 |
Examine patients or order, perform, and interpret diagnostic tests to obtain information on medical condition and determine diagnosis.29-1065.00 | 0.00152.1 | —0 |
| Not observed on any surface — 5 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. | ||
Refer patient to medical specialist or other practitioner when necessary. | —0 | —0 |
Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff. | —0 | —0 |
Operate on patients to remove, repair, or improve functioning of diseased or injured body parts and systems. | —0 | —0 |
Conduct research to study anatomy and develop or test medications, treatments, or procedures to prevent or control disease or injury. | —0 | —0 |
Prepare government or organizational reports of birth, death, and disease statistics, workforce evaluations, or medical status of individuals. | —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 |
|---|---|
Examine patients or order, perform, and interpret diagnostic tests to obtain information on medical condition and determine diagnosis.O*NET Task ID 7819 | 0.5 |
Examine children regularly to assess their growth and development.O*NET Task ID 7820 | 0.5 |
Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury in infants and children.O*NET Task ID 7821 | 0.5 |
Collect, record, and maintain patient information, such as medical history, reports, or examination results.O*NET Task ID 7822 | 0.5 |
Advise patients, parents or guardians, and community members concerning diet, activity, hygiene, and disease prevention.O*NET Task ID 7823 | 0.5 |
Treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.O*NET Task ID 7824 | 0.5 |
Explain procedures and discuss test results or prescribed treatments with patients and parents or guardians.O*NET Task ID 7825 | 0.5 |
Monitor patients' conditions and progress and reevaluate treatments as necessary.O*NET Task ID 7826 | 0.5 |
Plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents.O*NET Task ID 7827 | 0.5 |
Refer patient to medical specialist or other practitioner when necessary.O*NET Task ID 7828 | 0.5 |
Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff.O*NET Task ID 7829 | 0.5 |
Provide consulting services to other physicians.O*NET Task ID 7830 | 0.5 |
Plan, implement, or administer health programs or standards in hospitals, businesses, or communities for prevention or treatment of injury or illness.O*NET Task ID 7831 | 0.5 |
Conduct research to study anatomy and develop or test medications, treatments, or procedures to prevent or control disease or injury.O*NET Task ID 7833 | 0.5 |
Prepare government or organizational reports of birth, death, and disease statistics, workforce evaluations, or medical status of individuals.O*NET Task ID 20247 | 0.5 |
Teach residents or medical students about pediatric topics.O*NET Task ID 21187 | 0.5 |
Operate on patients to remove, repair, or improve functioning of diseased or injured body parts and systems.O*NET Task ID 7832 | 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
O*NET 31.0 全部任务(17 项)
本职业在 O*NET 31.0 中的全部任务(英文原文;任务类型为核心或补充)。暴露值不列在此清单中,而在上方表格里,位于各来源所用 O*NET 版本的任务表述旁。
| 任务(O*NET 31.0) | 类型 |
|---|---|
| Examine patients or order, perform, and interpret diagnostic tests to obtain information on medical condition and determine diagnosis. | 核心 |
| Examine children regularly to assess their growth and development. | 核心 |
| Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury in infants and children. | 核心 |
| Collect, record, and maintain patient information, such as medical history, reports, or examination results. | 核心 |
| Advise patients, parents or guardians, and community members concerning diet, activity, hygiene, and disease prevention. | 核心 |
| Treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns. | 核心 |
| Explain procedures and discuss test results or prescribed treatments with patients and parents or guardians. | 核心 |
| Monitor patients' conditions and progress and reevaluate treatments as necessary. | 核心 |
| Plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents. | 核心 |
| Refer patient to medical specialist or other practitioner when necessary. | 核心 |
| Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff. | 核心 |
| Provide consulting services to other physicians. | 核心 |
| Teach residents or medical students about pediatric topics. | 核心 |
| Plan, implement, or administer health programs or standards in hospitals, businesses, or communities for prevention or treatment of injury or illness. | 补充 |
| Operate on patients to remove, repair, or improve functioning of diseased or injured body parts and systems. | 补充 |
| Conduct research to study anatomy and develop or test medications, treatments, or procedures to prevent or control disease or injury. | 补充 |
| Prepare government or organizational reports of birth, death, and disease statistics, workforce evaluations, or medical status of individuals. | 补充 |
0.00/ 3· 机器人暴露指数
尺度 · 母数 · 来源
对每项体力任务,按已实际部署、销售或演示的机器人能够完成它的环境评定 0–3 级(0 不可 · 1 围栏式机器单元、灌装线等机器人专用设施 · 2 医院药房、集装箱港口等受管理的设施 · 3 私人住宅、建筑工地等非结构化环境),再按工作时间占比求平均
以该职业 O*NET 29.3 任务中的体力任务为准
等级与时间占比由 Anthropic 使用 Claude Opus 5(网络搜索)估算(截至 2026 年)。
机器人暴露指数与本站的 AI 暴露度是不同的指标,不能相加或相互比较。该指数不代表实际采用情况或成本竞争力,0 也包括没有体力任务的职业。
每项体力任务的等级
机器人环境等级(E0–E3)
E0 机器人不可详情
评定为已实际部署、销售或演示的机器人即使在机器人专用设施中也无法完成
E1 机器人专用设施详情
评定为可在围绕机器搭建的设施中完成,例如围栏式机器单元或灌装线
E2 受管理的设施详情
评定为可在由机构按工作标准维护的人类工作设施中完成,例如医院药房或集装箱港口
E3 非结构化环境详情
评定为可在没有机构按工作标准维护的环境中完成,例如私人住宅或建筑工地
仅列出被归类为体力任务的任务;其他任务在来源中没有等级。
| 任务(O*NET 29.3) | 机器人环境等级 |
|---|---|
| Examine patients or order, perform, and interpret diagnostic tests to obtain information on medical condition and determine diagnosis. | E0 机器人不可 |
| Examine children regularly to assess their growth and development. | E0 机器人不可 |
| Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury in infants and children. | E0 机器人不可 |
| Treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns. | E0 机器人不可 |
| Operate on patients to remove, repair, or improve functioning of diseased or injured body parts and systems. | E0 机器人不可 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 42K
- 预计就业人数,2035
- 43K
- 变化 (2025–35)
- +1.5%
- 年薪中位数,2025
- $210,040
- 入职通常所需学历
- Doctoral or professional degree
韩国职业分类关联(KSCO)
来自 AI Changing Work 制作的 Korea Occupation Direct Crosswalk v1.1 当前版本的关联。关系值从 O*NET-SOC 职业一侧解读。
| KSCO 代码 | KSCO 名称 | 关系 | 状态 |
|---|---|---|---|
| 24113 | 소아청소년과 전문 의사 | 范围相同 | 已确认 |
关系与状态的定义(kr-direct v1.1)
国际劳工组织(ILO)职业说明
以下 ISCO-08 职业组由 AI Changing Work 原样套用美国劳工统计局(BLS)发布的对照表(2018 SOC→2010 SOC、2010 SOC→ISCO-08)、不逐案取舍,与本职业相关联;每项关联可能是完全对应,也可能是部分对应。
- ISCO-08 2211Generalist Medical Practitioners
全科医师
自行翻译
自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。
以下定义、任务和职业示例是 ILO 对该 ISCO-08 职业组的描述,而不是对本职业的描述。
Generalist medical practitioners (including family and primary care doctors) diagnose, treat and prevent illness, disease, injury and other physical and mental impairments and maintain general health in humans through application of the principles and procedures of modern medicine. They do not limit their practice to certain disease categories or methods of treatment, and may assume responsibility for the provision of continuing and comprehensive medical care to individuals, families and communities.
任务
- (a) conducting physical examinations of patients and interviewing them and their families to determine their health status;
- (b) ordering laboratory tests, X-rays and other diagnostic procedures and analysing findings to determine the nature of disorders or illnesses;
- (c) providing continuing medical care for patients including prescribing, administering, counselling on and monitoring curative treatments and preventive measures;
- (d) performing surgery and other clinical procedures;
- (e) advising individuals, families and communities on health, nutrition and lifestyle which aid prevention or treatment of disease and disorders;
- (f) providing referrals to patients and families for specialized care in hospitals, rehabilitation centres or other types of health care centres;
- (g) identifying, managing and providing referrals for complications before, during and after childbirth;
- (h) recording patients' medical information and history and exchanging information with specialist practitioners and other health workers as required for continuing medical care;
- (i) reporting births, deaths and notifiable diseases to government authorities to meet legal and professional requirements;
- (j) conducting research in human health and medical services and disseminating the findings such as through scientific reports
- (k) planning and participating in programmes designed to prevent the occurrence and spread of common diseases.
职业示例
District medical doctor - therapist · Family medical practitioner · General practitioner · Medical doctor (general) · Medical officer (general) · Physician (general) · Primary health care physician · Resident medical officer specializing in general practice
Sources: ILO ISCO-08 — details: Credits
ESCO 职业词汇
以下每一项都是在已公开的ESCO-O*NET Crosswalk(第 1 版,2022 年)中与本职业逐项对应的。对应类型出自该对照表;表述出自 AI Changing Work。
- specialised doctorESCO 2212.1本职业范围更窄
Specialised doctors prevent, diagnose and treat diseases depending on their medical or surgical specialty.
来源: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
许可: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
法国职业分类关联(ROME)
本职业与 ROME 4.0 职业条目(fiche)之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。标为「暂定」的关联仅凭同一模型系列(Claude)两位判定者的判定采纳,或对其判定适用运营方规则后采纳,因此其依据弱于已确认的关联。
| ROME 代码 | ROME 名称(法语) | 关系 |
|---|---|---|
| J1115 | Pédiatre | 范围相同暂定 |
| J1109 | Médecin de la Protection Maternelle et Infantile -PMI- | 相关,但不对应暂定 |
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)
西班牙职业分类关联(CNO-11)
本职业与 CNO-11 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| CNO-11 代码 | CNO-11 名称(西班牙语) | 关系 |
|---|---|---|
| 2112 | Otros médicos especialistas | 本职业范围更窄 |
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)
德国职业分类关联(KldB)
本职业与 KldB 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| KldB 代码 | KldB 名称(德语) | 关系 |
|---|---|---|
| 81414 | Fachärzte/-ärztinnen in der Kinder- und Jugendmedizin - hoch komplexe Tätigkeiten | 范围相同暂定 |
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)
日本职业分类关联(JSCO)
本职业与 JSCO 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| JSCO 代码 | JSCO 名称(日语) | 关系 |
|---|---|---|
| 121 | 医師 | 本职业范围更窄暂定 |
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)
本页数据的来源与许可,以及 AI Changing Work 的修改与翻译说明:致谢与来源