বিশেষ শিক্ষা শিক্ষক
শিক্ষা ও প্রশিক্ষণযুক্তরাষ্ট্র · BLS কর্মসংস্থান প্রক্ষেপণ 2025–35: এই SOC কোডটি প্রকাশিত ভুক্তিগুলির মধ্যে নেই।
AI এক্সপোজার
- ডেটার উৎস: ILOপ্রকাশকাল: 2025
0.28
0.09এখানে থাকা মানগুলোর পরিসর0.70পেশা-গোষ্ঠী পর্যায়ের মান
স্কেল, ভিত্তি ও উৎস
জেনারেটিভ AI এক্সপোজার সূচক, প্রকাশিত রূপে 0–1
ISCO-08 ইউনিট গ্রুপ — একই কোডের সব পেশা এই মানই পায়
এটি এই সাইটের হিসাব, ILO-এর প্রকাশিত সংখ্যা নয়: এই সাইট ILO ডেটাসেটের সঙ্গে যুক্ত করা ১,০১২টি পেশার মধ্যে 73% এই মানের সমান বা তার বেশি।
- ডেটার উৎস: OpenAIপ্রকাশকাল: 2023
0.350
0.000এখানে থাকা মানগুলোর পরিসর0.844স্কেল, ভিত্তি ও উৎস
Task-level exposure
শুধু এক্সপোজার থাকা কাজ| Task | Claude.aiRaw / share % |
|---|---|
Present information in audio-visual or interactive formats, using computers, televisions, audio-visual aids, or other equipment, materials, or technologies.25-2052 | 0.016224.3 |
Observe and evaluate students' performance, behavior, social development, and physical health.25-2052 | 0.010916.5 |
Prepare objectives, outlines, or other materials for courses of study following curriculum guidelines or school or state requirements.25-2052 | 0.009313.9 |
Teach socially acceptable behavior, employing techniques such as behavior modification or positive reinforcement.25-2052 | 0.009013.5 |
Plan or conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.25-2052 | 0.00517.6 |
Prepare, administer, or grade tests or assignments to evaluate students' progress.25-2052 | 0.00436.5 |
Prepare reports on students and activities as required by administration.25-2052 | 0.00406.1 |
Interpret or transcribe classroom materials into Braille or sign language.25-2052 | 0.00334.9 |
Interpret the results of standardized tests to determine students' strengths and areas of need.25-2052 | 0.00233.5 |
Organize and display students' work in a manner appropriate for their perceptual skills.25-2052 | 0.00213.1 |
| Not observed on any surface — 30 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. | |
Administer standardized ability and achievement tests to kindergarten or elementary students with special needs. | —0 |
Collaborate with other teachers or administrators to develop, evaluate, or revise kindergarten or elementary school programs. | —0 |
Confer with other staff members to plan or schedule lessons promoting learning, following approved curricula. | —0 |
Confer with parents, administrators, testing specialists, social workers, or other professionals to develop individual education plans (IEPs). | —0 |
Confer with parents, guardians, teachers, counselors, or administrators to resolve students' behavioral or academic problems. | —0 |
Coordinate placement of students with special needs into mainstream classes. | —0 |
Develop individual educational plans (IEPs) designed to promote students' educational, physical, or social development. | —0 |
Develop or implement strategies to meet the needs of students with a variety of disabilities. | —0 |
Employ special educational strategies or techniques during instruction to improve the development of sensory- and perceptual-motor skills, language, cognition, or memory. | —0 |
Encourage students to explore learning opportunities or persevere with challenging tasks to prepare them for later grades. | —0 |
Establish and communicate clear objectives for all lessons, units, and projects to students. | —0 |
Establish and enforce rules for behavior and procedures for maintaining order among students. | —0 |
Instruct and monitor students in the use and care of equipment or materials to prevent injuries and damage. | —0 |
Instruct special needs students in academic subjects, using a variety of techniques, such as phonetics, multisensory learning, or repetition to reinforce learning and meet students' varying needs. | —0 |
Meet with parents or guardians to discuss their children's progress, advise them on using community resources, or teach skills for dealing with students' impairments. | —0 |
Modify the general kindergarten or elementary education curriculum for special-needs students. | —0 |
Organize and supervise games or other recreational activities to promote physical, mental, or social development. | —0 |
Plan or supervise experiential learning activities, such as class projects, field trips, demonstrations, or visits by guest speakers. | —0 |
Prepare classrooms with a variety of materials or resources for children to explore, manipulate, or use in learning activities or imaginative play. | —0 |
Teach students personal development skills, such as goal setting, independence, or self-advocacy. | —0 |
Attend professional meetings, educational conferences, or teacher training workshops to maintain or improve professional competence. | —0 |
Control the inventory or distribution of classroom equipment, materials, or supplies. | —0 |
Guide or counsel students with adjustment problems, academic problems, or special academic interests. | —0 |
Maintain accurate and complete student records as required by laws, district policies, or administrative regulations. | —0 |
Monitor teachers or teacher assistants to ensure adherence to special education program requirements. | —0 |
Perform administrative duties, such as assisting in school libraries, hall or cafeteria monitoring, or bus loading or unloading. | —0 |
Prepare assignments for teacher assistants or volunteers. | —0 |
Provide assistive devices, supportive technology, or assistance accessing facilities, such as restrooms. | —0 |
Instruct students in daily living skills required for independent maintenance and self-sufficiency, such as hygiene, safety, or food preparation. | —0 |
Visit schools to tutor students with sensory impairments or to consult with teachers regarding students' special needs. | —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 |
|---|---|
Attend professional meetings, educational conferences, or teacher training workshops to maintain or improve professional competence.O*NET Task ID 22360 | 1.0 |
Establish and communicate clear objectives for all lessons, units, and projects to students.O*NET Task ID 22367 | 1.0 |
Maintain accurate and complete student records as required by laws, district policies, or administrative regulations.O*NET Task ID 22374 | 1.0 |
Administer standardized ability and achievement tests to elementary students with special needs.O*NET Task ID 22359 | 0.5 |
Collaborate with other teachers or administrators to develop, evaluate, or revise elementary school programs.O*NET Task ID 22361 | 0.5 |
Confer with other staff members to plan or schedule lessons promoting learning, following approved curricula.O*NET Task ID 22362 | 0.5 |
Confer with parents, administrators, testing specialists, social workers, or other professionals to develop individual educational plans (IEPs) for students' educational, physical, or social development.O*NET Task ID 22363 | 0.5 |
Coordinate placement of students with special needs into mainstream classes.O*NET Task ID 22364 | 0.5 |
Develop or implement strategies to meet the needs of students with a variety of disabilities.O*NET Task ID 22365 | 0.5 |
Interpret the results of standardized tests to determine students' strengths and areas of need.O*NET Task ID 22373 | 0.5 |
Encourage students to explore learning opportunities or persevere with challenging tasks to prepare them for later grades.O*NET Task ID 22366 | 0.0 |
Establish and enforce rules for behavior and procedures for maintaining order among students.O*NET Task ID 22368 | 0.0 |
Guide or counsel students with adjustment problems, academic problems, or special academic interests.O*NET Task ID 22369 | 0.0 |
Instruct and monitor students in the use and care of equipment or materials to prevent injuries and damage.O*NET Task ID 22370 | 0.0 |
Instruct special needs students in academic subjects, using a variety of techniques, such as phonetics, multisensory learning, or repetition to reinforce learning and meet students' varying needs.O*NET Task ID 22371 | 0.0 |
Instruct students in daily living skills required for independent maintenance and self-sufficiency, such as hygiene, safety, or food preparation.O*NET Task ID 22372 | 0.0 |
Meet with parents or guardians to discuss their children's progress, advise them on using community resources, or teach skills for dealing with students' impairments.O*NET Task ID 22375 | 0.0 |
Monitor teachers or teacher assistants to ensure adherence to special education program requirements.O*NET Task ID 22377 | 0.0 |
Organize and supervise games or other recreational activities to promote physical, mental, or social development.O*NET Task ID 22380 | 0.0 |
Plan or supervise experiential learning activities, such as class projects, field trips, demonstrations, or visits by guest speakers.O*NET Task ID 22382 | 0.0 |
Prepare classrooms with a variety of materials or resources for children to explore, manipulate, or use in learning activities or imaginative play.O*NET Task ID 22383 | 0.0 |
Provide assistive devices, supportive technology, or assistance accessing facilities, such as restrooms.O*NET Task ID 22386 | 0.0 |
Teach socially acceptable behavior, employing techniques such as behavior modification or positive reinforcement.O*NET Task ID 22387 | 0.0 |
Teach students personal development skills, such as goal setting, independence, or self-advocacy.O*NET Task ID 22388 | 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