पठन विशेषज्ञ

Name: पठन विशेषज्ञ — published AI exposure indices
Creator: AI Changing Work

शिक्षा और प्रशिक्षण

AI एक्सपोजर

डेटा स्रोत: BLSप्रकाशन: 2026-08
उच्च· सापेक्ष
कमचार सापेक्ष श्रेणियाँबहुत उच्च
व्यवसाय-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
स्रोत डेटासेट (XLSX फ़ाइल डाउनलोड)
डेटा स्रोत: Anthropicप्रकाशन: 2026-03
0.026
0.000यहाँ दिए गए मानों की सीमा0.745
मापक्रम, आधार और स्रोत
प्रेक्षित एक्सपोजर सूचकांक, प्रकाशित रूप में 0–1
O*NET कार्यों पर मैप किया गया
स्रोत डेटासेट
डेटा स्रोत: ILOप्रकाशन: 2025
0.28
0.09यहाँ दिए गए मानों की सीमा0.70
व्यवसाय-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 73% इस मान के बराबर या उससे अधिक हैं।
स्रोत डेटासेट

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 to summarize student performance, social growth, or physical development. 25-2059	0.027680.0	0.006477.5
Communicate behavioral observations and student progress reports to students, parents, teachers, or administrators. 25-2059	0.006920.0	0.001922.5
Not observed on any surface — 17 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.
Review adapted physical education programs or practices to ensure compliance with government or other regulations.	—0	—0
Request or order physical education equipment, following standard procedures.	—0	—0
Attend in-service training, workshops, or meetings to keep abreast of current practices or trends in adapted physical education.	—0	—0
Write or modify individualized education plans (IEPs) for students with intellectual or physical disabilities.	—0	—0
Provide students positive feedback to encourage them and help them develop an appreciation for physical education.	—0	—0
Provide individual or small groups of students with adapted physical education instruction that meets desired physical needs or goals.	—0	—0
Prepare lesson plans in accordance with individualized education plans (IEPs) and the functional abilities or needs of students.	—0	—0
Maintain thorough student records to document attendance, participation, or progress, ensuring confidentiality of all records.	—0	—0
Maintain inventory of instructional equipment, materials, or aids.	—0	—0
Evaluate the motor needs of individual students to determine their need for adapted physical education services.	—0	—0
Establish and maintain standards of behavior to create safe, orderly, and effective environments for learning.	—0	—0
Assist in screening or placement of students in adapted physical education programs.	—0	—0
Assess students' physical progress or needs.	—0	—0
Advise education professionals of students' physical abilities or disabilities and the accommodations required to enhance their school performance.	—0	—0
Adapt instructional techniques to the age and skill levels of students.	—0	—0
Provide adapted physical education services to students with intellectual disabilities, autism, traumatic brain injury, orthopedic impairments, or other disabling condition.	—0	—0
Instruct students, using adapted physical education techniques, to improve physical fitness, gross motor skills, perceptual motor skills, or sports and game achievement.	—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
Review adapted physical education programs or practices to ensure compliance with government or other regulations. O*NET Task ID 17000	1.0
Request or order physical education equipment, following standard procedures. O*NET Task ID 17001	1.0
Write reports to summarize student performance, social growth, or physical development. O*NET Task ID 17002	1.0
Maintain thorough student records to document attendance, participation, or progress, ensuring confidentiality of all records. O*NET Task ID 17008	1.0
Maintain inventory of instructional equipment, materials, or aids. O*NET Task ID 17009	1.0
Communicate behavioral observations and student progress reports to students, parents, teachers, or administrators. O*NET Task ID 17012	1.0
Attend in-service training, workshops, or meetings to keep abreast of current practices or trends in adapted physical education. O*NET Task ID 17003	0.5
Write or modify individualized education plans (IEPs) for students with intellectual or physical disabilities. O*NET Task ID 17004	0.5
Prepare lesson plans in accordance with individualized education plans (IEPs) and the functional abilities or needs of students. O*NET Task ID 17007	0.5
Evaluate the motor needs of individual students to determine their need for adapted physical education services. O*NET Task ID 17010	0.5
Assist in screening or placement of students in adapted physical education programs. O*NET Task ID 17013	0.5
Advise education professionals of students' physical abilities or disabilities and the accommodations required to enhance their school performance. O*NET Task ID 17015	0.5
Adapt instructional techniques to the age and skill levels of students. O*NET Task ID 17016	0.5
3 और कार्य दिखाएँ ▾कम दिखाएँ ▴
Provide students positive feedback to encourage them and help them develop an appreciation for physical education. O*NET Task ID 17005	0.0
Provide individual or small groups of students with adapted physical education instruction that meets desired physical needs or goals. O*NET Task ID 17006	0.0
Establish and maintain standards of behavior to create safe, orderly, and effective environments for learning. O*NET Task ID 17011	0.0
Assess students' physical progress or needs. O*NET Task ID 17014	0.0
Provide adapted physical education services to students with intellectual disabilities, autism, traumatic brain injury, orthopedic impairments, or other disabling condition. O*NET Task ID 17017	0.0
Instruct students, using adapted physical education techniques, to improve physical fitness, gross motor skills, perceptual motor skills, or sports and game achievement. O*NET Task ID 17018	0.0
Collaborate with other educational personnel to provide inclusive activities or programs for children with disabilities. O*NET Task ID 21186	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

व्यावसायिक जानकारी

ILO

आईएलओ व्यावसायिक विवरण

Special Needs Teachers

विशेष आवश्यकता शिक्षक

स्वयं अनूदित

स्वयं अनूदित — यह आधिकारिक ISCO शब्दावली नहीं है (ILO द्वारा समीक्षित नहीं)।

Special needs teachers teach physically or mentally handicapped children, young persons, or adults, or those with learning difficulties or other special needs. They promote the social, emotional, intellectual and physical development of their students.

कार्य

(a) assessing students' abilities and limitations with regard to intellectual, physical, social and emotional impairments, exceptional intellectual gifts, or other specific problems;
(b) designing or modifying curricula and preparing and delivering programmes, lessons and activities adapted to students’ abilities and needs;
(c) giving instruction on an individual or group basis using special techniques or aids appropriate to students’ needs;
(d) employing special educational strategies and techniques during instruction to improve the development of sensory- and perceptual-motor skills, language, cognition, and memory;
(e) establishing and enforcing rules for behaviour and policies and procedures to maintain order among students;
(f) teaching academic subjects and practical and self-help skills to students with hearing, sight and other impairments;
(g) stimulating and developing students’ confidence interests, abilities, manual skills and coordination;
(h) conferring with other staff members to plan and schedule lessons for special needs students;
(i) preparing and maintaining student data and other records and submitting reports;
(j) administering various forms of assessment and evaluating progress of each student;
(k) conferring with students, parents, head teacher and other relevant professionals involved in the students’ care to develop individual educational plans designed to promote students' development.

उदाहरण व्यवसाय

Learning disabilities special education teacher · Learning support teacher · Remedial teacher · Teacher of gifted children · Teacher of the hearing impaired · Teacher of the sight impaired

ISCO-08 2352

Sources: ILO ISCO-08 — details: Credits

ESCO व्यावसायिक शब्दावली

adult literacy teacherESCO 2352.1.1
Adult literacy teachers instruct adult students, including recent immigrants and early school leavers, in basic reading and writing skills, usually on primary school level. Adult literacy teachers involve the students in the planning and executing of their reading activities, and assess and evaluate them individually through assignments and examinations.
special educational needs teacher secondary schoolESCO 2352.1.6
Special educational needs teachers at secondary schools provide specially-designed instruction to students on with a variety of disabilities on a secondary school level and ensure they reach their learning potential. Some special educational needs teachers at secondary schools work with children who have mild to moderate disabilities, implementing a modified curriculum to fit each student's specific needs. Other special educational needs teachers at secondary schools assist and instruct students with intellectual disabilities and autism, focusing on teaching them basic and advanced literacy, life and social skills. All teachers assess the students' progress, taking into account their strengths and weaknesses, and communicate their findings to parents, counselors, administrators and other parties involved.
teacher of talented and gifted studentsESCO 2352.2
Talented and gifted students co-ordinators ensure suitable education is provided to talented and gifted students, commonly children and young adults, on various levels. They oversee the implementation of the school's gifted policy, monitor the studentsâ progress, and suggest extra activities to stretch and stimulate.
learning support teacherESCO 2352.1.3
Learning support teachers assist students who have general learning difficulties. Learning support teachers focus on basic skills such as numeracy and literacy and thus teach basic subjects such as writing, reading, math and languages and they work for an educational institution such as a primary or secondary school. They support students in their school work, plan learning strategies, identify their learning needs and progress, and act accordingly. They can work in various educational set-ups and act as support for other teachers or manage their own class.
special educational needs itinerant teacherESCO 2352.1.4
Special educational needs itinerant teachers instruct disabled or sick children in their homes. They are specialised teachers employed by (public) schools to teach those unable to physically attend school, but also to assist the student, the parents and the school in their communication. They also fulfil the function of a social school worker by helping the students and parents with a student's potential behavioural issues and enforce, if necessary, school attendance regulations. In case of a possible physical (re)admission to school, visiting teachers advise the school regarding suitable classroom guidance strategies and advisable teaching methods to support the student and make the transition as agreeable as possible.
special educational needs teacherESCO 2352.1
Special educational needs teachers work with and teach children, young people, and adults with an intellectual or physical disability. They use a range of specialised concepts, strategies and tools to optimise learners' communication, mobility, autonomy, and social integration. They select teaching methods and support resources to enable individual learners to maximise their potential for independent living.
early years special educational needs teacherESCO 2352.1.2
Early years special educational needs teachers provide specially-designed instruction to students with a variety of disabilities on a kindergarten level and ensure they reach their learning potential. Some early years special educational needs teachers work with children who have mild to moderate disabilities, implementing a modified curriculum to fit each student's specific needs. Other early years special educational needs teachers assist and instruct students with intellectual disabilities and autism, focusing on teaching them basic literacy and life skills. All teachers assess the students' progress, taking into account their strengths and weaknesses, and communicate their findings to parents, counselors, administrators and other parties involved.
special educational needs teacher primary schoolESCO 2352.1.5
Special educational needs teachers at primary schools provide specially-designed instruction to students with a variety of disabilities on a primary school level and ensure they reach their learning potential. Some special educational needs teachers at primary schools work with children who have mild to moderate disabilities, implementing a modified curriculum to fit each student's specific needs. Other special educational needs teachers at primary schools assist and instruct students with intellectual disabilities and autism, focusing on teaching them basic and advanced literacy, life and social skills. All teachers assess the students' progress, taking into account their strengths and weaknesses, and communicate their findings to parents, counselors, administrators and other parties involved.

स्रोत: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)

लाइसेंस: CC BY 4.0 (EU Reuse Notice)

मूल देखें

ESCO reuse terms and the modification notice are in Credits.

KEIS2025

Shown in the original Korean. This dataset is published under KOGL Type 4, which prohibits derivative works including translation, so the text is reproduced unaltered.

특수교육 교사KNOW K000001113
Job outlook: 증가(6%) 현상유지(46%) 감소(46%)
Wages (10,000 KRW): lower(25%) 3.3K average(50%) 4.0K upper(25%) 4.875K
minacross 461 KNOW occupationsmax
Job satisfaction: 71.1
minacross 461 KNOW occupationsmax
Details
Duties
- -특수학교에서 또는 일반학교의 특수학급에서 정신지체, 정서장애, 청각장애, 시각장애, 지체부자유 등의 장애학생들을 교육한다.
- -정신지체 담당교사는 평균이하의 지적능력과 적응행동 결함 학생들을 대상으로 기초학습과 사회적응력 향상교육을 실시한다.
- -지체부자유 담당교사는 상지, 하지 및 체간(몸통)의 일부 또는 전신의 운동기능 장애학생을 대상으로 기본교육과정을 교수하고 학생의 신체적 장애를 보상할 수 있는 여러가지 교수학습도구를 고안하고 사용한다.
- -청각장애 담당교사는 청각장애학생을 대상으로 보청기를 이용한 청능훈련, 독화지도, 발어지도 등의 의사소통 훈련을 중점적으로 교육한다.
- -시각장애 담당교사는 정상적인 환경에서 시력을 통한 학습에 장애가 있는 학생들을 대상으로 기본교육과정을 교수하고 점자지도, 일상생활적응훈련, 보행기술등을 가르친다.
- -전공과 학생을 대상으로 마사지, 지압, 전기치료 등을 가르치기도 한다.
- -정서장애 담당교사는 정서표현이 극단적이거나 편향적인 장애학생들을 대상으로 사회부적응 행동을 소거하고 원활한사회적응을 위한 훈련에 중점을 둔다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
가르치기(100) · 학습전략(99) · 행동조정(93) · 반응시간과 속도(82) · 사람 파악(81)
Knowledge
상담(83) · 심리(82) · 교육 및 훈련(80) · 사회와 인류(79) · 철학과 신학(71)
Work environment
다른 사람과 신체적 접촉(80) · 건강 및 안전에 대한 책임(78) · 다른 사람과의 접촉(78) · 서서 근무(73) · 연설, 발표, 회의하기(73)
Related occupations
중·고등학교 교사 · 초등학교교사
중·고등학교 교사KNOW K000001065
Job outlook: 증가(10%) 현상유지(33%) 감소(57%)
Wages (10,000 KRW): lower(25%) 4.0K average(50%) 4.95K upper(25%) 7.25K
minacross 461 KNOW occupationsmax
Job satisfaction: 73.5
minacross 461 KNOW occupationsmax
Details
Duties
- - 학습내용을 가르치기 위하여 교과서, 시청각 자료, 실험장치와 적절한
- 교수방법을 적용한다.
- - 학습진단을 위하여 시험을 출제하고 그 결과를 평가하여 성적표를 작성한다.
- - 전·입학 등의 학사업무를 처리하고 교직원회의 및 교사연수교육에 참여한다.
- - 단체활동이나 특별활동을 지도하고 각종 학교행사를 준비 지도한다.
- - 학업, 인성, 사회적응문제에 관하여 학부모와 상담하고 조언한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
가르치기(100) · 학습전략(98) · 사람 파악(96) · 듣고 이해하기(92) · 말하기(91)
Knowledge
교육 및 훈련(87) · 상담(86) · 국어(84) · 역사(77) · 심리(75)
Work environment
연설, 발표, 회의하기(96) · 불쾌하거나 무례한 사람 상대(85) · 서서 근무(81) · 공문, 문서 주고받기(77) · 사람들과 직접 접촉(71)
Related occupations
특수교육 교사 · 초등학교교사
초등학교교사KNOW K000007558
Job outlook: 증가(10%) 현상유지(26%) 감소(64%)
Wages (10,000 KRW): lower(25%) 4.0K average(50%) 4.3K upper(25%) 5.3K
minacross 461 KNOW occupationsmax
Job satisfaction: 72.6
minacross 461 KNOW occupationsmax
Details
Duties
- -도덕, 국어, 사회, 수학, 자연, 영어, 체육, 음악, 미술 및 실과 등의 초등교과목에 대한 학습지도안을 작성한다.
- -수업자료를 개발하고 준비한다. 출석을 확인하고 교과서 및 시청각자료를 활용하여 수업을 진행한다.
- -교과목에 따라 다양한 실험·실습을 하거나 현장견학 및 야외수업을 한다.
- -과제를 내주고 결과를 검토 및 지도한다.
- -수행평가, 진단평가, 행동평가 등 다양한 방법으로 학생들을 평가하고 생활기록부를 작성한다.
- -학급의 훈육을 담당하며 교내외 생활을 지도한다.
- -교실청소 및 환경정리를 지도·감독한다.
- -보건 및 체육검사를 실시하여 건강기록부를 작성한다.
- -학생들의 학업 및 학교생활에 관한 문제, 가정생활, 교우관계 등에 대해 학부모와 상담한다.
- -전·입학 및 금전취급 사무를 처리한다.
- -학교 교육과정의 편성 및 운영에 참여하고 교직원회의에 참석하는 등 학교업무를 수행한다.
- -교내 클럽활동, 특별활동 및 각종 학교행사를 준비·지도한다.
- -학급경영록, 수행평가종합기록부 등 각종 장부 및 공문서 등을 기록·처리한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
가르치기(100) · 학습전략(99) · 기억력(97) · 말하기(97) · 수리력(96)
Knowledge
역사(99) · 국어(93) · 지리(90) · 산수와 수학(84) · 생물(84)
Work environment
연설, 발표, 회의하기(96) · 공문, 문서 주고받기(84) · 불쾌하거나 무례한 사람 상대(84) · 사람들과 직접 접촉(79) · 서서 근무(78)
Related occupations
중·고등학교 교사 · 특수교육 교사

The KNOW occupations and KECO codes listed here were linked to this page's occupation by this site; this is not a correspondence defined by the Korea Employment Information Service or the Ministry of Employment and Labor.

इस व्यवसाय से जुड़े हालिया बदलाव

मार्च 2026: पठन विशेषज्ञों पर AI प्रभाव विश्लेषण ब्लॉग प्रकाशित — 26% ऑटोमेशन जोखिम।

[स्रोत: AI Changing Work Blog]