कृषि निरीक्षक
खाद्य तैयारी और सेवाAI एक्सपोजर
- डेटा स्रोत: BLSप्रकाशन: 2026-08
मध्यम· 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
0.000
0.000यहाँ दिए गए मानों की सीमा0.745मापक्रम, आधार और स्रोत
- डेटा स्रोत: ILOप्रकाशन: 2025
0.36
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 60% 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 % |
|---|---|---|
Write reports of findings and recommendations and advise farmers, growers, or processors of corrective action to be taken.45-2011 | 0.0100100.0 | 0.00000.0 |
| Not observed on any surface — 15 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. | ||
Interpret and enforce government acts and regulations and explain required standards to agricultural workers. | —0 | —0 |
Inspect food products and processing procedures to determine whether products are safe to eat. | —0 | —0 |
Inspect agricultural commodities or related operations, as well as fish or logging operations, for compliance with laws and regulations governing health, quality, and safety. | —0 | —0 |
Inspect or test horticultural products or livestock to detect harmful diseases, chemical residues, or infestations and to determine the quality of products or animals. | —0 | —0 |
Verify that transportation and handling procedures meet regulatory requirements. | —0 | —0 |
Collect samples from animals, plants, or products and route them to laboratories for microbiological assessment, ingredient verification, or other testing. | —0 | —0 |
Inspect the cleanliness and practices of establishment employees. | —0 | —0 |
Monitor the operations and sanitary conditions of slaughtering or meat processing plants. | —0 | —0 |
Take emergency actions, such as closing production facilities, if product safety is compromised. | —0 | —0 |
Monitor the grading performed by company employees to verify conformance to standards. | —0 | —0 |
Label and seal graded products and issue official grading certificates. | —0 | —0 |
Examine, weigh, and measure commodities, such as poultry, eggs, meat, or seafood to certify qualities, grades, and weights. | —0 | —0 |
Compare product recipes with government-approved formulas or recipes to determine acceptability. | —0 | —0 |
Provide consultative services in areas such as equipment or product evaluation, plant construction or layout, or food safety systems. | —0 | —0 |
Testify in legal proceedings. | —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 |
|---|---|
Write reports of findings and recommendations and advise farmers, growers, or processors of corrective action to be taken.O*NET Task ID 14851 | 1.0 |
Compare product recipes with government-approved formulas or recipes to determine acceptability.O*NET Task ID 14864 | 1.0 |
Interpret and enforce government acts and regulations and explain required standards to agricultural workers.O*NET Task ID 14850 | 0.5 |
Label and seal graded products and issue official grading certificates.O*NET Task ID 14857 | 0.5 |
Set standards for the production of meat or poultry products or for food ingredients, additives, or compounds used to prepare or package products.O*NET Task ID 14859 | 0.5 |
Inquire about pesticides or chemicals to which animals may have been exposed.O*NET Task ID 14861 | 0.5 |
Set labeling standards and approve labels for meat or poultry products.O*NET Task ID 14862 | 0.5 |
Examine, weigh, and measure commodities, such as poultry, eggs, meat, or seafood to certify qualities, grades, and weights.O*NET Task ID 14863 | 0.5 |
Review and monitor foreign product inspection systems in countries of origin to ensure equivalence to the U.S. system.O*NET Task ID 14865 | 0.5 |
Provide consultative services in areas such as equipment or product evaluation, plant construction or layout, or food safety systems.O*NET Task ID 14866 | 0.5 |
Inspect agricultural commodities or related operations, as well as fish or logging operations, for compliance with laws and regulations governing health, quality, and safety.O*NET Task ID 14846 | 0.0 |
Inspect or test horticultural products or livestock to detect harmful diseases, chemical residues, or infestations and to determine the quality of products or animals.O*NET Task ID 14847 | 0.0 |
Verify that transportation and handling procedures meet regulatory requirements.O*NET Task ID 14848 | 0.0 |
Collect samples from animals, plants, or products and route them to laboratories for microbiological assessment, ingredient verification, or other testing.O*NET Task ID 14849 | 0.0 |
Inspect the cleanliness and practices of establishment employees.O*NET Task ID 14852 | 0.0 |
Monitor the operations and sanitary conditions of slaughtering or meat processing plants.O*NET Task ID 14853 | 0.0 |
Inspect food products and processing procedures to determine whether products are safe to eat.O*NET Task ID 14854 | 0.0 |
Take emergency actions, such as closing production facilities, if product safety is compromised.O*NET Task ID 14855 | 0.0 |
Monitor the grading performed by company employees to verify conformance to standards.O*NET Task ID 14856 | 0.0 |
Direct or monitor the quarantine and treatment or destruction of plants or plant products.O*NET Task ID 14860 | 0.0 |
Testify in legal proceedings.O*NET Task ID 14868 | 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