General Internal Medicine Physicians
Healthcare Practitioners and Technical Occupations- O*NET-SOC 代码
- 29-1216.00
Diagnose and provide nonsurgical treatment for a wide range of diseases and injuries of internal organ systems. Provide care mainly for adults and adolescents, and are based primarily in an outpatient care setting.
- 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
0.084
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 19 项 · β ≥ 0.5 的任务 17 项(89.5%)
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 29-1063.00 Internists, 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 % |
|---|---|---|
Analyze records, reports, test results, or examination information to diagnose medical condition of patient.29-1063.00 | 0.052551.7 | 0.013024.7 |
Explain procedures and discuss test results or prescribed treatments with patients.29-1063.00 | 0.030029.6 | 0.009618.2 |
Collect, record, and maintain patient information, such as medical history, reports, and examination results.29-1063.00 | 0.00969.5 | 0.028353.7 |
Monitor patients' conditions and progress and reevaluate treatments as necessary.29-1063.00 | 0.00353.4 | —0 |
Advise patients and community members concerning diet, activity, hygiene, and disease prevention.29-1063.00 | 0.00242.4 | —0 |
Prepare government or organizational reports on birth, death, and disease statistics, workforce evaluations, or the medical status of individuals.29-1063.00 | 0.00191.9 | 0.00183.4 |
Make diagnoses when different illnesses occur together or in situations where the diagnosis may be obscure.29-1063.00 | 0.00161.6 | —0 |
| Not observed on any surface — 12 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. | ||
Treat internal disorders, such as hypertension, heart disease, diabetes, and problems of the lung, brain, kidney, and gastrointestinal tract. | —0 | —0 |
Prescribe or administer medication, therapy, and other specialized medical care to treat or prevent illness, disease, or injury. | —0 | —0 |
Provide and manage long-term, comprehensive medical care, including diagnosis and nonsurgical treatment of diseases, for adult patients in an office or hospital. | —0 | —0 |
Manage and treat common health problems, such as infections, influenza and pneumonia, as well as serious, chronic, and complex illnesses, in adolescents, adults, and the elderly. | —0 | —0 |
Refer patient to medical specialist or other practitioner when necessary. | —0 | —0 |
Immunize patients to protect them from preventable diseases. | —0 | —0 |
Advise surgeon of a patient's risk status and recommend appropriate intervention to minimize risk. | —0 | —0 |
Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff. | —0 | —0 |
Provide consulting services to other doctors caring for patients with special or difficult problems. | —0 | —0 |
Operate on patients to remove, repair, or improve functioning of diseased or injured body parts and systems. | —0 | —0 |
Plan, implement, or administer health programs in hospitals, businesses, or communities for prevention and treatment of injuries or illnesses. | —0 | —0 |
Conduct research to develop or test medications, treatments, or procedures to prevent or control disease or injury. | —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 |
|---|---|
Treat internal disorders, such as hypertension, heart disease, diabetes, or problems of the lung, brain, kidney, or gastrointestinal tract.O*NET Task ID 7785 | 0.5 |
Analyze records, reports, test results, or examination information to diagnose medical condition of patient.O*NET Task ID 7786 | 0.5 |
Prescribe or administer medication, therapy, and other specialized medical care to treat or prevent illness, disease, or injury.O*NET Task ID 7787 | 0.5 |
Provide and manage long-term, comprehensive medical care, including diagnosis and nonsurgical treatment of diseases, for adult patients in an office or hospital.O*NET Task ID 7788 | 0.5 |
Manage and treat common health problems, such as infections, influenza or pneumonia, as well as serious, chronic, and complex illnesses, in adolescents, adults, and the elderly.O*NET Task ID 7789 | 0.5 |
Monitor patients' conditions and progress and reevaluate treatments as necessary.O*NET Task ID 7790 | 0.5 |
Collect, record, and maintain patient information, such as medical history, reports, or examination results.O*NET Task ID 7791 | 0.5 |
Make diagnoses when different illnesses occur together or in situations where the diagnosis may be obscure.O*NET Task ID 7792 | 0.5 |
Explain procedures and discuss test results or prescribed treatments with patients.O*NET Task ID 7793 | 0.5 |
Advise patients and community members concerning diet, activity, hygiene, and disease prevention.O*NET Task ID 7794 | 0.5 |
Refer patient to medical specialist or other practitioner when necessary.O*NET Task ID 7795 | 0.5 |
Advise surgeon of a patient's risk status and recommend appropriate intervention to minimize risk.O*NET Task ID 7797 | 0.5 |
Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff.O*NET Task ID 7798 | 0.5 |
Provide consulting services to other doctors caring for patients with special or difficult problems.O*NET Task ID 7799 | 0.5 |
Plan, implement, or administer health programs in hospitals, businesses, or communities for prevention and treatment of injuries or illnesses.O*NET Task ID 7801 | 0.5 |
Conduct research to develop or test medications, treatments, or procedures to prevent or control disease or injury.O*NET Task ID 7802 | 0.5 |
Prepare government or organizational reports on birth, death, and disease statistics, workforce evaluations, or the medical status of individuals.O*NET Task ID 7803 | 0.5 |
Immunize patients to protect them from preventable diseases.O*NET Task ID 7796 | 0.0 |
Operate on patients to remove, repair, or improve functioning of diseased or injured body parts and systems.O*NET Task ID 7800 | 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(19 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 |
|---|---|
| Treat internal disorders, such as hypertension, heart disease, diabetes, or problems of the lung, brain, kidney, or gastrointestinal tract. | 核心 |
| Analyze records, reports, test results, or examination information to diagnose medical condition of patient. | 核心 |
| Prescribe or administer medication, therapy, and other specialized medical care to treat or prevent illness, disease, or injury. | 核心 |
| Provide and manage long-term, comprehensive medical care, including diagnosis and nonsurgical treatment of diseases, for adult patients in an office or hospital. | 核心 |
| Manage and treat common health problems, such as infections, influenza or pneumonia, as well as serious, chronic, and complex illnesses, in adolescents, adults, and the elderly. | 核心 |
| Monitor patients' conditions and progress and reevaluate treatments as necessary. | 核心 |
| Collect, record, and maintain patient information, such as medical history, reports, or examination results. | 核心 |
| Make diagnoses when different illnesses occur together or in situations where the diagnosis may be obscure. | 核心 |
| Explain procedures and discuss test results or prescribed treatments with patients. | 核心 |
| Advise patients and community members concerning diet, activity, hygiene, and disease prevention. | 核心 |
| Refer patient to medical specialist or other practitioner when necessary. | 核心 |
| Immunize patients to protect them from preventable diseases. | 核心 |
| Advise surgeon of a patient's risk status and recommend appropriate intervention to minimize risk. | 核心 |
| Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff. | 核心 |
| Provide consulting services to other doctors caring for patients with special or difficult problems. | 核心 |
| Prepare government or organizational reports on birth, death, and disease statistics, workforce evaluations, or the medical status of individuals. | 核心 |
| Operate on patients to remove, repair, or improve functioning of diseased or injured body parts and systems. | 补充 |
| Plan, implement, or administer health programs in hospitals, businesses, or communities for prevention and treatment of injuries or illnesses. | 补充 |
| Conduct research to develop or test medications, treatments, or procedures to prevent or control disease or injury. | 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 |
|---|---|
| Provide and manage long-term, comprehensive medical care, including diagnosis and nonsurgical treatment of diseases, for adult patients in an office or hospital. | E0 机器人不可 |
| Manage and treat common health problems, such as infections, influenza or pneumonia, as well as serious, chronic, and complex illnesses, in adolescents, adults, and the elderly. | 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
- 73K
- 预计就业人数,2035
- 76K
- 变化 (2025–35)
- +4%
- 年薪中位数,2025
- $256,560
- 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 |
|---|---|---|---|
| 24111 | 내과 전문 의사 | 本职业范围更窄 | 已确认 |
| 24120 | 일반 의사 | 有重叠,但不相同 | 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。
- general practitionerESCO 2211.1本职业范围更窄
General practitioners promote health, prevent, identify ill health, diagnose and treat diseases and promote recovery of physical and mental illness and health disorders of all kinds for all persons regardless of their age, sex or type of health problem.
- physiologistESCO 2131.4.10有重叠,但不相同
Physiologists study and exert research on the functioning of different living organisms, the parts they are composed of, and their interactions. They understand the fashion in which living systems react to factors such as diseases, physical activity, and stress, and use that information to develop methods and solutions to even out the effect that those stimuli have in living bodies.
- specialised doctorESCO 2212.1有重叠,但不相同
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 |
|---|---|---|
| J1102 | Médecin généraliste | 本职业范围更窄暂定 |
| J1112 | Oncologue | 相关,但不对应 |
| J1117 | Hématologue | 相关,但不对应 |
| J1116 | Gériatre | 相关,但不对应暂定 |
| J1121 | Gastro-entérologue | 相关,但不对应暂定 |
| J1125 | Endocrinologue | 相关,但不对应暂定 |
| J1128 | Pneumologue | 相关,但不对应暂定 |
| J1137 | Néphrologue | 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 |
|---|---|---|
| 81424 | Fachärzte/-ärztinnen in der Inneren Medizin - hoch komplexe Tätigkeiten | 本职业范围更窄暂定 |
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