Evaluate effectiveness of educational programs with AI?

Postsecondary Law Teachers spend the most time on it, about 30m a shift. Of the 38 jobs that do it, 37 have AI or robot evidence.

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In 37 of the 38 jobs that do this, AI or robots already show up on it, most often as work people hand to AI. In the other 1, there's no evidence yet. Jobs spend a median of 16m of an 8-hour shift on it, and about 1.7 million U.S. workers hold these jobs.

1No evidence yet
37Often handed to AI

Every job that does this

Each job words the task its own way. Minutes are that job's estimate for a typical shift; the label is the evidence for that job's version.

Job and its version of the taskPer shiftEvidence
Postsecondary Law TeachersPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.30mOften handed to AI
Recreation and Fitness Studies Teachers, PostsecondaryPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.24mOften handed to AI
Postsecondary Architecture TeachersPlan, evaluate, and revise curricula, course content, and course materials and methods of instruction.21mOften handed to AI
Postsecondary Education TeachersPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.21mOften handed to AI
Postsecondary Political Science TeachersPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.21mOften handed to AI
Postsecondary Health Specialties TeachersPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.21mOften handed to AI
Postsecondary Computer Science TeachersPlan, evaluate, and revise curricula, course content, and course materials and methods of instruction.20mOften handed to AI
Postsecondary Biological Science TeachersPlan, evaluate, and revise curricula, course content, and course materials and methods of instruction.20mOften handed to AI
Instructional CoordinatorsAnalyze performance data to determine effectiveness of instructional systems, courses, or instructional materials.19mOften handed to AI
Postsecondary Social Work TeachersPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.18mOften handed to AI
Postsecondary Communications TeachersPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.17mOften handed to AI
Postsecondary Mathematical Science TeachersPlan, evaluate, and revise curricula, course content, and course materials and methods of instruction.17mOften handed to AI
Foreign Language and Literature Teachers, PostsecondaryPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.17mOften handed to AI
Family and Consumer Sciences Teachers, PostsecondaryPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.17mOften handed to AI
Postsecondary History TeachersPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.17mOften handed to AI
English Language and Literature Teachers, PostsecondaryPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.16mOften handed to AI
Postsecondary Sociology TeachersPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.16mOften handed to AI
Philosophy and Religion Teachers, PostsecondaryPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.16mOften handed to AI
Criminal Justice and Law Enforcement Teachers, PostsecondaryPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.16mOften handed to AI
Area, Ethnic, and Cultural Studies Teachers, PostsecondaryPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.16mOften handed to AI
Postsecondary Psychology TeachersPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.16mOften handed to AI
Postsecondary Library Science TeachersPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.16mOften handed to AI
Nursing Instructors and Teachers, PostsecondaryPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.15mOften handed to AI
Postsecondary Business TeachersPlan, evaluate, and revise curricula, course content, and course materials and methods of instruction.15mOften handed to AI
Postsecondary Economics TeachersPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.15mOften handed to AI
Postsecondary Engineering TeachersPlan, evaluate, and revise curricula, course content, and course materials and methods of instruction.14mOften handed to AI
Postsecondary Agricultural Sciences TeachersPlan, evaluate, and revise curricula, course content, and course materials and methods of instruction.14mOften handed to AI
Postsecondary Physics TeachersPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.14mOften handed to AI
Forestry and Conservation Science Teachers, PostsecondaryPlan, evaluate, and revise curricula, course content, and course materials and methods of instruction.14mOften handed to AI
Postsecondary Environmental Science TeachersPlan, evaluate, and revise curricula, course content, and course materials and methods of instruction.14mOften handed to AI
Atmospheric, Earth, Marine, and Space Sciences Teachers, PostsecondaryPlan, evaluate, and revise curricula, course content, and course materials and methods of instruction.14mOften handed to AI
Art, Drama, and Music Teachers, PostsecondaryPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.11mOften handed to AI
Postsecondary Geography TeachersPlan, evaluate, and revise curricula, course content, course materials, and methods of instruction.10mOften handed to AI
Postsecondary Chemistry TeachersPlan, evaluate, and revise curricula, course content, and course materials and methods of instruction.10mOften handed to AI
Anthropology and Archeology Teachers, PostsecondaryPlan, evaluate, and revise curricula, course content, and course materials and methods of instruction.10mOften handed to AI
Self-Enrichment TeachersReview instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.8mOften handed to AI
Adult Basic Education, Adult Secondary Education, and English as a Second Language InstructorsReview instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.8mOften handed to AI
Adapted Physical Education SpecialistsReview adapted physical education programs or practices to ensure compliance with government or other regulations.6mNo evidence yet

How to read this

This task type comes from O*NET's detailed work activities, which link similar tasks across jobs. A label applies to one job's version of the task: AI use comes from real AI conversations (Anthropic Economic Index) and robot evidence from deployments in real workplaces. "No evidence yet" may just mean the task is rare in the data. How we keep time.

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