स्वास्थ्य विशेषज्ञता प्रोफेसर
शिक्षा और प्रशिक्षणAI एक्सपोजर
- डेटा स्रोत: BLSप्रकाशन: 2026-08
बहुत उच्च· सापेक्ष
कमचार सापेक्ष श्रेणियाँबहुत उच्चव्यवसाय-समूह स्तर का मान
मापक्रम, आधार और स्रोत
चार सापेक्ष बैंड (कम / मध्यम / उच्च / बहुत उच्च)
BLS रोज़गार पूर्वानुमान तालिका के 831 विस्तृत व्यवसायों के आधार पर। मान NEM (नेशनल एम्प्लॉयमेंट मैट्रिक्स) कोड के स्तर पर दिया जाता है, इसलिए एक ही NEM कोड वाले व्यवसायों को वही बैंड मिलता है
- डेटा स्रोत: Anthropicप्रकाशन: 2026-03
0.304
0.000यहाँ दिए गए मानों की सीमा0.745मापक्रम, आधार और स्रोत
- डेटा स्रोत: ILOप्रकाशन: 2025
0.37
0.09यहाँ दिए गए मानों की सीमा0.70व्यवसाय-समूह स्तर का मान
मापक्रम, आधार और स्रोत
जेनरेटिव AI एक्सपोजर सूचकांक, प्रकाशित रूप में 0–1
ISCO-08 यूनिट समूह — समान कोड वाले सभी व्यवसायों को यही मान मिलता है
यह इस साइट की गणना है, ILO द्वारा प्रकाशित आँकड़ा नहीं: इस साइट द्वारा ILO डेटासेट से जोड़े गए 1,012 व्यवसायों में से 53% इस मान के बराबर या उससे अधिक हैं।
यह स्रोत किस प्रकार का आँकड़ा प्रकाशित करता है
BLS की श्रेणी सापेक्ष रैंक है, निरपेक्ष स्तर नहीं, और यह प्रथम-हस्त माप भी नहीं है: यह कई प्रकाशित अध्ययनों में व्यवसाय की पर्सेंटाइल रैंकों को चार बैंडों में बांटती है। यह रोज़गार या वेतन का पूर्वानुमान नहीं है, न अपनाए जाने की संभावना, और यह स्वचालन और संवर्धन में अंतर नहीं करती।
Task-level exposure
केवल एक्सपोज़र वाले कार्य| Task | Claude.aiRaw / share % |
|---|---|
Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.25-1071 | 0.177720.1 |
Evaluate and grade students' class work, assignments, and papers.25-1071 | 0.175319.9 |
Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.25-1071 | 0.105512.0 |
Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.25-1071 | 0.095510.8 |
Compile, administer, and grade examinations, or assign this work to others.25-1071 | 0.07048.0 |
Initiate, facilitate, and moderate classroom discussions.25-1071 | 0.06657.5 |
Provide professional consulting services to government or industry.25-1071 | 0.06477.3 |
Prepare course materials such as syllabi, homework assignments, and handouts.25-1071 | 0.02973.4 |
Compile bibliographies of specialized materials for outside reading assignments.25-1071 | 0.02963.4 |
Advise students on academic and vocational curricula and on career issues.25-1071 | 0.02422.7 |
| Not observed on any surface — 6 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. | |
Prepare and deliver lectures to undergraduate or graduate students on topics such as public health, stress management, and worksite health promotion. | —0 |
Supervise undergraduate or graduate teaching, internship, and research work. | —0 |
Supervise laboratory sessions. | —0 |
Maintain student attendance records, grades, and other required records. | —0 |
Select and obtain materials and supplies such as textbooks and laboratory equipment. | —0 |
Write grant proposals to procure external research funding. | —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 |
|---|---|
Prepare course materials, such as syllabi, homework assignments, and handouts.O*NET Task ID 6103 | 1.0 |
Maintain student attendance records, grades, and other required records.O*NET Task ID 6110 | 1.0 |
Compile bibliographies of specialized materials for outside reading assignments.O*NET Task ID 6119 | 1.0 |
Initiate, facilitate, and moderate classroom discussions.O*NET Task ID 6099 | 0.5 |
Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.O*NET Task ID 6100 | 0.5 |
Compile, administer, and grade examinations, or assign this work to others.O*NET Task ID 6101 | 0.5 |
Evaluate and grade students' class work, assignments, and papers.O*NET Task ID 6102 | 0.5 |
Prepare and deliver lectures to undergraduate or graduate students on topics such as public health, stress management, and work site health promotion.O*NET Task ID 6104 | 0.5 |
Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.O*NET Task ID 6105 | 0.5 |
Supervise undergraduate or graduate teaching, internship, and research work.O*NET Task ID 6106 | 0.5 |
Supervise laboratory sessions.O*NET Task ID 6109 | 0.0 |
Maintain regularly scheduled office hours to advise and assist students.O*NET Task ID 6111 | 0.0 |
Act as advisers to student organizations.O*NET Task ID 6117 | 0.0 |
Participate in campus and community events.O*NET Task ID 6121 | 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