आहार विशेषज्ञ और पोषण विशेषज्ञ
स्वास्थ्य सेवाAI 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
0.133
0.000यहाँ दिए गए मानों की सीमा0.745मापक्रम, आधार और स्रोत
- डेटा स्रोत: ILOप्रकाशन: 2025
0.41
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 36% 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 % | APIRaw / share % |
|---|---|---|
Counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.29-1031 | 0.110047.8 | 0.010050.0 |
Advise patients and their families on nutritional principles, dietary plans, diet modifications, and food selection and preparation.29-1031 | 0.080034.8 | 0.010050.0 |
Assess nutritional needs, diet restrictions, and current health plans to develop and implement dietary-care plans and provide nutritional counseling.29-1031 | 0.02008.7 | 0.00000.0 |
Develop recipes and menus to address special nutrition needs, such as low glycemic, low histamine, or gluten- or allergen-free.29-1031 | 0.02008.7 | 0.00000.0 |
Plan and prepare grant proposals to request program funding.29-1031 | 0.00000.0 | —0 |
Record and evaluate patient and family health and food history, including symptoms, environmental toxic exposure, allergies, medication factors, and preventive health-care measures.29-1031 | 0.00000.0 | —0 |
| Not observed on any surface — 22 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. | ||
Consult with physicians and health care personnel to determine nutritional needs and diet restrictions of patient or client. | —0 | —0 |
Develop curriculum and prepare manuals, visual aids, course outlines, and other materials used in teaching. | —0 | —0 |
Coordinate diet counseling services. | —0 | —0 |
Plan, conduct, and evaluate dietary, nutritional, and epidemiological research. | —0 | —0 |
Plan and conduct training programs in dietetics, nutrition, and institutional management and administration for medical students, health-care personnel, and the general public. | —0 | —0 |
Write research reports and other publications to document and communicate research findings. | —0 | —0 |
Evaluate laboratory tests in preparing nutrition recommendations. | —0 | —0 |
Incorporate patient cultural, ethnic, or religious preferences and needs in the development of nutrition plans. | —0 | —0 |
Monitor food service operations to ensure conformance to nutritional, safety, sanitation and quality standards. | —0 | —0 |
Coordinate recipe development and standardization and develop new menus for independent food service operations. | —0 | —0 |
Develop policies for food service or nutritional programs to assist in health promotion and disease control. | —0 | —0 |
Inspect meals served for conformance to prescribed diets and standards of palatability and appearance. | —0 | —0 |
Prepare and administer budgets for food, equipment, and supplies. | —0 | —0 |
Purchase food in accordance with health and safety codes. | —0 | —0 |
Select, train, and supervise workers who plan, prepare, and serve meals. | —0 | —0 |
Manage quantity food service departments or clinical and community nutrition services. | —0 | —0 |
Advise food service managers and organizations on sanitation, safety procedures, menu development, budgeting, and planning to assist with establishment, operation, and evaluation of food service facilities and nutrition programs. | —0 | —0 |
Organize, develop, analyze, test, and prepare special meals, such as low-fat, low-cholesterol, or chemical-free meals. | —0 | —0 |
Make recommendations regarding public policy, such as nutrition labeling, food fortification, or nutrition standards for school programs. | —0 | —0 |
Test new food products and equipment. | —0 | —0 |
Confer with design, building, and equipment personnel to plan for construction and remodeling of food service units. | —0 | —0 |
Plan, conduct, and evaluate nutrigenomic or nutrigenetic research. | —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 | βE1 + 0.5 × E2 |
|---|---|
Develop curriculum and prepare manuals, visual aids, course outlines, and other materials used in teaching.O*NET Task ID 322 | 1.0 |
Write research reports and other publications to document and communicate research findings.O*NET Task ID 333 | 1.0 |
Develop recipes and menus to address special nutrition needs, such as low glycemic, low histamine, or gluten- or allergen-free.O*NET Task ID 23916 | 1.0 |
Assess nutritional needs, diet restrictions, and current health plans to develop and implement dietary-care plans and provide nutritional counseling.O*NET Task ID 314 | 0.5 |
Consult with physicians and health care personnel to determine nutritional needs and diet restrictions of patient or client.O*NET Task ID 315 | 0.5 |
Advise patients and their families on nutritional principles, dietary plans, diet modifications, and food selection and preparation.O*NET Task ID 316 | 0.5 |
Counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.O*NET Task ID 317 | 0.5 |
Monitor food service operations to ensure conformance to nutritional, safety, sanitation and quality standards.O*NET Task ID 318 | 0.5 |
Coordinate recipe development and standardization and develop new menus for independent food service operations.O*NET Task ID 319 | 0.5 |
Develop policies for food service or nutritional programs to assist in health promotion and disease control.O*NET Task ID 320 | 0.5 |
Purchase food in accordance with health and safety codes.O*NET Task ID 324 | 0.0 |
Test new food products and equipment.O*NET Task ID 335 | 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
व्यावसायिक जानकारी
इस व्यवसाय से जुड़े हालिया बदलाव
मार्च 2026: Dietitians and Nutritionists पर AI impact analyze करने वाला evergreen blog post publish किया। Automation risk 20%, AI exposure 28%, BLS 2034 तक 7% growth project करता है।
[स्रोत: AI Changing Work Blog]मार्च 2026: आहार विशेषज्ञों पर AI प्रभाव विश्लेषण ब्लॉग प्रकाशित। 33% एक्सपोजर, 24% जोखिम।
[स्रोत: ACW Blog]