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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

    0.052

    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

    0.36

    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 60% 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।

TaskClaude.aiRaw / share %APIRaw / share %
Counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.

11-9032

0.260053.10.020020.0
Teach classes or courses to students.

11-9032

0.230046.90.050050.0
Prepare, maintain, or oversee the preparation and maintenance of attendance, activity, planning, or personnel reports and records.

11-9032

0.00000.00
Confer with parents and staff to discuss educational activities, policies, and student behavior or learning problems.

11-9032

0.00000.00
Prepare and submit budget requests and recommendations, or grant proposals to solicit program funding.

11-9032

0.00000.00
Plan and develop instructional methods and content for educational, vocational, or student activity programs.

11-9032

0.00000.00
Set educational standards and goals, and help establish policies and procedures to carry them out.

11-9032

0.00000.00
Review and interpret government codes, and develop programs to ensure adherence to codes and facility safety, security, and maintenance.

11-9032

0.00000.00
Write articles, manuals, and other publications, and assist in the distribution of promotional literature about facilities and programs.

11-9032

0.00000.00
Recommend personnel actions related to programs and services.

11-9032

0.00000.00
Evaluate curricula, teaching methods, and programs to determine their effectiveness, efficiency, and use, and to ensure compliance with federal, state, and local regulations.
00.030030.0
Collect and analyze survey data, regulatory information, and data on demographic and employment trends to forecast enrollment patterns and curriculum change needs.
00.00000.0
Not observed on any surface — 20 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 and approve new programs, or recommend modifications to existing programs, submitting program proposals for school board approval as necessary.
00
Organize and direct committees of specialists, volunteers, and staff to provide technical and advisory assistance for programs.
00
Direct and coordinate activities of teachers, administrators, and support staff at schools, public agencies, and institutions.
00
Recruit, hire, train, and evaluate primary and supplemental staff.
00
Enforce discipline and attendance rules.
00
Observe teaching methods and examine learning materials to evaluate and standardize curricula and teaching techniques and to determine areas for improvement.
00
Determine allocations of funds for staff, supplies, materials, and equipment, and authorize purchases.
00
Collaborate with teachers to develop and maintain curriculum standards, develop mission statements, and set performance goals and objectives.
00
Determine the scope of educational program offerings, and prepare drafts of course schedules and descriptions to estimate staffing and facility requirements.
00
Plan and lead professional development activities for teachers, administrators, and support staff.
00
Participate in special education-related activities, such as attending meetings and providing support to special educators throughout the district.
00
Meet with federal, state, and local agencies to stay abreast of policies and to discuss improvements for education programs.
00
Coordinate and direct extracurricular activities and programs, such as after-school events and athletic contests.
00
Create school improvement plans, using student performance data.
00
Direct and coordinate school maintenance services and the use of school facilities.
00
Advocate for new schools to be built, or for existing facilities to be repaired or remodeled.
00
Develop partnerships with businesses, communities, and other organizations to help meet identified educational needs and to provide school-to-work programs.
00
Establish, coordinate, and oversee particular programs across school districts, such as programs to evaluate student academic achievement.
00
Plan, coordinate, and oversee school logistics programs, such as bus and food services.
00
Mentor and support administrative staff members, such as superintendents and principals.
00

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

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