लाइफगार्ड
सुरक्षा सेवाAI एक्सपोजर
- डेटा स्रोत: BLSप्रकाशन: 2026-08
कम· 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
0.20
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 86% 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 % |
|---|---|
Maintain quality of pool water by testing chemical levels.33-9092 | 0.0021100.0 |
| Not observed on any surface — 14 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. | |
Rescue distressed persons, using rescue techniques and equipment. | —0 |
Contact emergency medical personnel in case of serious injury. | —0 |
Patrol or monitor recreational areas such as trails, slopes, and swimming areas, on foot, in vehicles, or from towers. | —0 |
Examine injured persons and administer first aid or cardiopulmonary resuscitation, if necessary, using training and medical supplies and equipment. | —0 |
Instruct participants in skiing, swimming, or other recreational activities and provide safety precaution information. | —0 |
Warn recreational participants of inclement weather, unsafe areas, or illegal conduct. | —0 |
Complete and maintain records of weather and beach conditions, emergency medical treatments performed, and other relevant incident information. | —0 |
Inspect recreational equipment, such as rope tows, T-bars, J-bars, and chair lifts, for safety hazards and damage or wear. | —0 |
Provide assistance with staff selection, training, and supervision. | —0 |
Inspect recreational facilities for cleanliness. | —0 |
Observe activities in assigned areas, using binoculars, to detect hazards, disturbances, or safety infractions. | —0 |
Provide assistance in the safe use of equipment, such as ski lifts. | —0 |
Operate underwater recovery units. | —0 |
Participate in recreational demonstrations to entertain resort guests. | —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 |
|---|---|
Complete and maintain records of weather and beach conditions, emergency medical treatments performed, and other relevant incident information.O*NET Task ID 5045 | 1.0 |
Rescue distressed persons, using rescue techniques and equipment.O*NET Task ID 5039 | 0.0 |
Contact emergency medical personnel in case of serious injury.O*NET Task ID 5040 | 0.0 |
Patrol or monitor recreational areas, such as trails, slopes, or swimming areas, on foot, in vehicles, or from towers.O*NET Task ID 5041 | 0.0 |
Examine injured persons and administer first aid or cardiopulmonary resuscitation, if necessary, using training and medical supplies and equipment.O*NET Task ID 5042 | 0.0 |
Instruct participants in skiing, swimming, or other recreational activities and provide safety precaution information.O*NET Task ID 5043 | 0.0 |
Warn recreational participants of inclement weather, unsafe areas, or illegal conduct.O*NET Task ID 5044 | 0.0 |
Inspect recreational equipment, such as rope tows, T-bars, J-bars, or chair lifts, for safety hazards and damage or wear.O*NET Task ID 5046 | 0.0 |
Provide assistance with staff selection, training, and supervision.O*NET Task ID 5047 | 0.0 |
Inspect recreational facilities for cleanliness.O*NET Task ID 5048 | 0.0 |
Observe activities in assigned areas, using binoculars, to detect hazards, disturbances, or safety infractions.O*NET Task ID 5049 | 0.0 |
Provide assistance in the safe use of equipment, such as ski lifts.O*NET Task ID 5050 | 0.0 |
Operate underwater recovery units.O*NET Task ID 5051 | 0.0 |
Participate in recreational demonstrations to entertain resort guests.O*NET Task ID 5052 | 0.0 |
Maintain quality of pool water by testing chemical levels.O*NET Task ID 20129 | 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