मिडिल स्कूल शिक्षक
शिक्षा और प्रशिक्षणAI एक्सपोजर
- डेटा स्रोत: BLSप्रकाशन: 2026-08
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
0.297
0.000यहाँ दिए गए मानों की सीमा0.745मापक्रम, आधार और स्रोत
- डेटा स्रोत: ILOप्रकाशन: 2025
0.26
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 76% 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 % |
|---|---|---|
Instruct through lectures, discussions, and demonstrations in one or more subjects, such as English, mathematics, or social studies.25-2022 | 0.707685.2 | 0.077462.2 |
Use computers, audio-visual aids, and other equipment and materials to supplement presentations.25-2022 | 0.03203.9 | 0.00705.6 |
Prepare, administer, and grade tests and assignments to evaluate students' progress.25-2022 | 0.02452.9 | 0.018715.1 |
Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.25-2022 | 0.01441.7 | 0.00735.9 |
Guide and counsel students with adjustment or academic problems, or special academic interests.25-2022 | 0.01201.4 | 0.00463.7 |
Adapt teaching methods and instructional materials to meet students' varying needs and interests.25-2022 | 0.01191.4 | 0.00413.3 |
Organize and label materials and display students' work.25-2022 | 0.01161.4 | 0.00231.9 |
Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools.25-2022 | 0.00390.5 | —0 |
Prepare materials and classrooms for class activities.25-2022 | 0.00360.4 | —0 |
Coordinate and supervise extracurricular activities, such as clubs, student organizations, and academic contests.25-2022 | 0.00320.4 | —0 |
| Not observed on any surface — 21 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. | ||
Establish and enforce rules for behavior and procedures for maintaining order among students. | —0 | —0 |
Establish clear objectives for all lessons, units, and projects, and communicate these objectives to students. | —0 | —0 |
Maintain accurate, complete, and correct student records as required by laws, district policies, and administrative regulations. | —0 | —0 |
Assign lessons and correct homework. | —0 | —0 |
Enforce all administration policies and rules governing students. | —0 | —0 |
Confer with parents or guardians, other teachers, counselors, and administrators to resolve students' behavioral and academic problems. | —0 | —0 |
Prepare students for later grades by encouraging them to explore learning opportunities and to persevere with challenging tasks. | —0 | —0 |
Meet with other professionals to discuss individual students' needs and progress. | —0 | —0 |
Prepare for assigned classes and show written evidence of preparation upon request of immediate supervisors. | —0 | —0 |
Instruct and monitor students in the use and care of equipment and materials to prevent injury and damage. | —0 | —0 |
Collaborate with other teachers and administrators in the development, evaluation, and revision of middle school programs. | —0 | —0 |
Attend professional meetings, educational conferences, and teacher training workshops to maintain and improve professional competence. | —0 | —0 |
Perform administrative duties such as assisting in school libraries, hall and cafeteria monitoring, and bus loading and unloading. | —0 | —0 |
Administer standardized ability and achievement tests and interpret results to determine student strengths and areas of need. | —0 | —0 |
Organize and supervise games and other recreational activities to promote physical, mental, and social development. | —0 | —0 |
Attend staff meetings and serve on staff committees, as required. | —0 | —0 |
Plan and supervise class projects, field trips, visits by guest speakers or other experiential activities, and guide students in learning from such activities. | —0 | —0 |
Select, store, order, issue, and inventory classroom equipment, materials, and supplies. | —0 | —0 |
Meet or correspond with parents or guardians to discuss children's progress and to determine priorities and resource needs. | —0 | —0 |
Provide disabled students with assistive devices, supportive technology, and assistance accessing facilities, such as restrooms. | —0 | —0 |
Supervise, evaluate, and plan assignments for teacher assistants and volunteers. | —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 |
|---|---|
Establish clear objectives for all lessons, units, and projects, and communicate these objectives to students.O*NET Task ID 6577 | 1.0 |
Prepare reports on students and activities as required by administration.O*NET Task ID 6594 | 1.0 |
Supervise, evaluate, and plan assignments for teacher assistants and volunteers.O*NET Task ID 6607 | 1.0 |
Adapt teaching methods and instructional materials to meet students' varying needs and interests.O*NET Task ID 6574 | 0.5 |
Instruct through lectures, discussions, and demonstrations in one or more subjects, such as English, mathematics, or social studies.O*NET Task ID 6575 | 0.5 |
Prepare, administer, and grade tests and assignments to evaluate students' progress.O*NET Task ID 6576 | 0.5 |
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 6578 | 0.5 |
Maintain accurate, complete, and correct student records as required by laws, district policies, and administrative regulations.O*NET Task ID 6579 | 0.5 |
Observe and evaluate students' performance, behavior, social development, and physical health.O*NET Task ID 6580 | 0.5 |
Assign lessons and correct homework.O*NET Task ID 6582 | 0.5 |
Establish and enforce rules for behavior and procedures for maintaining order among students.O*NET Task ID 6573 | 0.0 |
Prepare materials and classrooms for class activities.O*NET Task ID 6581 | 0.0 |
Enforce all administration policies and rules governing students.O*NET Task ID 6583 | 0.0 |
Confer with parents or guardians, other teachers, counselors, and administrators to resolve students' behavioral and academic problems.O*NET Task ID 6584 | 0.0 |
Guide and counsel students with adjustment or academic problems, or special academic interests.O*NET Task ID 6588 | 0.0 |
Meet with other professionals to discuss individual students' needs and progress.O*NET Task ID 6589 | 0.0 |
Instruct and monitor students in the use and care of equipment and materials to prevent injury and damage.O*NET Task ID 6593 | 0.0 |
Perform administrative duties, such as school library assistance, hall and cafeteria monitoring, and bus loading and unloading.O*NET Task ID 6598 | 0.0 |
Organize and supervise games and other recreational activities to promote physical, mental, and social development.O*NET Task ID 6601 | 0.0 |
Attend staff meetings and serve on staff committees, as required.O*NET Task ID 6602 | 0.0 |
Provide disabled students with assistive devices, supportive technology, and assistance accessing facilities, such as restrooms.O*NET Task ID 6606 | 0.0 |
Meet or correspond with parents or guardians to discuss children's progress and to determine priorities and resource needs.O*NET Task ID 18639 | 0.0 |
Coordinate and supervise extracurricular activities, such as clubs, student organizations, and academic contests.O*NET Task ID 18640 | 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