किंडरगार्टन 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
0.21
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 82% 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
25 छिपे कार्य दिखाएँ| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Use computers, audio-visual aids, and other equipment and materials to supplement presentations.25-2012 | 0.055754.6 | 0.004236.2 |
Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.25-2012 | 0.010810.6 | 0.005547.4 |
Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools.25-2012 | 0.010610.4 | 0.001916.4 |
Guide and counsel students with adjustment or academic problems or special academic interests.25-2012 | 0.00616.0 | —0 |
Organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, and storytelling.25-2012 | 0.00393.8 | —0 |
Meet with parents and guardians to discuss their children's progress and to determine their priorities for their children and their resource needs.25-2012 | 0.00302.9 | —0 |
Confer with other staff members to plan and schedule lessons promoting learning, following approved curricula.25-2012 | 0.00292.8 | —0 |
Prepare materials, classrooms, and other indoor and outdoor spaces to facilitate creative play, learning and motor-skill activities, and safety.25-2012 | 0.00202.0 | —0 |
Teach basic skills, such as color, shape, number and letter recognition, personal hygiene, and social skills.25-2012 | 0.00191.9 | —0 |
Prepare, administer, and grade tests and assignments to evaluate children's progress.25-2012 | 0.00191.9 | —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 |
|---|---|
Maintain accurate and complete student records and prepare reports on children and activities as required by laws, district policies, and administrative regulations.O*NET Task ID 6517 | 1.0 |
Prepare for assigned classes and show written evidence of preparation upon request of immediate supervisors.O*NET Task ID 6526 | 1.0 |
Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.O*NET Task ID 6505 | 0.5 |
Establish clear objectives for all lessons, units, and projects and communicate those objectives to children.O*NET Task ID 6508 | 0.5 |
Prepare and implement remedial programs for students requiring extra help.O*NET Task ID 6509 | 0.5 |
Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools.O*NET Task ID 6512 | 0.5 |
Identify children showing signs of emotional, developmental, or health-related problems and discuss them with supervisors, parents or guardians, and child development specialists.O*NET Task ID 6515 | 0.5 |
Collaborate with other teachers and administrators in the development, evaluation, and revision of kindergarten programs.O*NET Task ID 6519 | 0.5 |
Prepare, administer, and grade tests and assignments to evaluate children's progress.O*NET Task ID 6520 | 0.5 |
Organize and label materials and display children's work in a manner appropriate for their sizes and perceptual skills.O*NET Task ID 6522 | 0.5 |
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