How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Evaluate and grade students' work, including work performed in design studios.76
- Perform administrative duties, such as serving as department head.76
- Compile, administer, and grade examinations, or assign this work to others.76
- Prepare course materials, such as syllabi, homework assignments, and handouts.76
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Perform administrative duties, such as serving as department head.01
- Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.02
- Compile, administer, and grade examinations, or assign this work to others.03
- Plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.04
- Prepare course materials, such as syllabi, homework assignments, and handouts.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Career/Technical Education Teachers, Middle School
Closely related work
Compare these careers →Career/Technical Education Teachers, Postsecondary
Closely related work
Compare these careers →Landscape Architects
Closely related work
Compare these careers →Career/Technical Education Teachers, Secondary School
Related work
Compare these careers →Architects, Except Landscape and Naval
Related work
Compare these careers →Geography Teachers, Postsecondary
Shares some work
Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
