संग्रहालय शिक्षक
शिक्षा और प्रशिक्षणAI 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
0.37
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
| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Estimate cost of restoration work.25-4013 | 0.00000.0 | 0.00000.0 |
Determine whether objects need repair and choose the safest and most effective method of repair.25-4013 | 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. | ||
Install, arrange, assemble, and prepare artifacts for exhibition, ensuring the artifacts' safety, reporting their status and condition, and identifying and correcting any problems with the set up. | —0 | —0 |
Clean objects, such as paper, textiles, wood, metal, glass, rock, pottery, and furniture, using cleansers, solvents, soap solutions, and polishes. | —0 | —0 |
Prepare artifacts for storage and shipping. | —0 | —0 |
Supervise and work with volunteers. | —0 | —0 |
Recommend preservation procedures, such as control of temperature and humidity, to curatorial and building staff. | —0 | —0 |
Perform on-site field work which may involve interviewing people, inspecting and identifying artifacts, note-taking, viewing sites and collections, and repainting exhibition spaces. | —0 | —0 |
Repair, restore, and reassemble artifacts, designing and fabricating missing or broken parts, to restore them to their original appearance and prevent deterioration. | —0 | —0 |
Notify superior when restoration of artifacts requires outside experts. | —0 | —0 |
Photograph objects for documentation. | —0 | —0 |
Lead tours and teach educational courses to students and the general public. | —0 | —0 |
Enter information about museum collections into computer databases. | —0 | —0 |
Coordinate exhibit installations, assisting with design, constructing displays, dioramas, display cases, and models, and ensuring the availability of necessary materials. | —0 | —0 |
Specialize in particular materials or types of object, such as documents and books, paintings, decorative arts, textiles, metals, or architectural materials. | —0 | —0 |
Classify and assign registration numbers to artifacts and supervise inventory control. | —0 | —0 |
Prepare reports on the operation of conservation laboratories, documenting the condition of artifacts, treatment options, and the methods of preservation and repair used. | —0 | —0 |
Study object documentation or conduct standard chemical and physical tests to ascertain the object's age, composition, original appearance, need for treatment or restoration, and appropriate preservation method. | —0 | —0 |
Perform tests and examinations to establish storage and conservation requirements, policies, and procedures. | —0 | —0 |
Plan and conduct research to develop and improve methods of restoring and preserving specimens. | —0 | —0 |
Preserve or direct preservation of objects, using plaster, resin, sealants, hardeners, and shellac. | —0 | —0 |
Build, repair, and install wooden steps, scaffolds, and walkways to gain access to or permit improved view of exhibited equipment. | —0 | —0 |
Direct and supervise curatorial, technical, and student staff in the handling, mounting, care, and storage of art objects. | —0 | —0 |
Deliver artwork on courier trips. | —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 |
|---|---|
Enter information about museum collections into computer databases.O*NET Task ID 21065 | 1.0 |
Coordinate exhibit installations, assisting with design, constructing displays, dioramas, display cases, and models, and ensuring the availability of necessary materials.O*NET Task ID 3807 | 0.5 |
Determine whether objects need repair and choose the safest and most effective method of repair.O*NET Task ID 3808 | 0.5 |
Specialize in particular materials or types of object, such as documents and books, paintings, decorative arts, textiles, metals, or architectural materials.O*NET Task ID 3813 | 0.5 |
Recommend preservation procedures, such as control of temperature and humidity, to curatorial and building staff.O*NET Task ID 3814 | 0.5 |
Classify and assign registration numbers to artifacts and supervise inventory control.O*NET Task ID 3815 | 0.5 |
Prepare reports on the operation of conservation laboratories, documenting the condition of artifacts, treatment options, and the methods of preservation and repair used.O*NET Task ID 3819 | 0.5 |
Study object documentation or conduct standard chemical and physical tests to ascertain the object's age, composition, original appearance, need for treatment or restoration, and appropriate preservation method.O*NET Task ID 3820 | 0.5 |
Perform tests and examinations to establish storage and conservation requirements, policies, and procedures.O*NET Task ID 3822 | 0.5 |
Plan and conduct research to develop and improve methods of restoring and preserving specimens.O*NET Task ID 3823 | 0.5 |
Install, arrange, assemble, and prepare artifacts for exhibition, ensuring the artifacts' safety, reporting their status and condition, and identifying and correcting any problems with the set up.O*NET Task ID 3806 | 0.0 |
Clean objects, such as paper, textiles, wood, metal, glass, rock, pottery, and furniture, using cleansers, solvents, soap solutions, and polishes.O*NET Task ID 3809 | 0.0 |
Prepare artifacts for storage and shipping.O*NET Task ID 3810 | 0.0 |
Supervise and work with volunteers.O*NET Task ID 3811 | 0.0 |
Perform on-site field work which may involve interviewing people, inspecting and identifying artifacts, note-taking, viewing sites and collections, and repainting exhibition spaces.O*NET Task ID 3817 | 0.0 |
Repair, restore, and reassemble artifacts, designing and fabricating missing or broken parts, to restore them to their original appearance and prevent deterioration.O*NET Task ID 3818 | 0.0 |
Cut and weld metal sections in reconstruction or renovation of exterior structural sections and accessories of exhibits.O*NET Task ID 3821 | 0.0 |
Notify superior when restoration of artifacts requires outside experts.O*NET Task ID 3824 | 0.0 |
Preserve or direct preservation of objects, using plaster, resin, sealants, hardeners, and shellac.O*NET Task ID 3826 | 0.0 |
Build, repair, and install wooden steps, scaffolds, and walkways to gain access to or permit improved view of exhibited equipment.O*NET Task ID 3827 | 0.0 |
Construct skeletal mounts of fossils, replicas of archaeological artifacts, or duplicate specimens, using a variety of materials and hand tools.O*NET Task ID 3828 | 0.0 |
Direct and supervise curatorial, technical, and student staff in the handling, mounting, care, and storage of art objects.O*NET Task ID 18643 | 0.0 |
Lead tours and teach educational courses to students and the general public.O*NET Task ID 18645 | 0.0 |
Deliver artwork on courier trips.O*NET Task ID 18646 | 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