Distribution across 36 profiles.
Middle half of School Principals score between 17% and 26%.
0%
50%
100%
p10 · 14%
32% · p90
Task breakdown by work type
On-screen work30%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen0%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action20%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person50%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a School Principal, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Overseeing daily school operations, including managing schedules, facilities, and resources to ensure a safe and efficient learning environment
28%AA
9%
Engaging with parents, students, and the community through meetings, events, and communications to address concerns, build relationships, and foster collaboration
deep expertisesocial core
20%AA
4%
Leading and evaluating teachers and staff, including conducting performance reviews, providing feedback, and organizing professional development opportunities
deep expertisesocial core
16%DA
0%
Representing the school at district or regional meetings, conferences, and public events to advocate for resources and share best practices
deep expertisesocial core
13%AA
3%
Developing and implementing school policies, curriculum standards, and disciplinary procedures in alignment with district, state, or national guidelines
deep expertise
12%DD
31%
Monitoring and analyzing student performance data to identify trends, set goals, and implement strategies for improvement
7%DD
68%
Managing the school budget, including allocating funds for programs, supplies, and staffing while ensuring financial compliance and transparency
0%DD
55%
Handling student disciplinary issues, including investigating incidents, mediating conflicts, and applying appropriate consequences or interventions
deep expertisesocial core
0%AA
1%
TaskTimeTypeExposure
Engaging with parents, students, and the community through meetings, events, and communications to address concerns, build relationships, and foster collaboration
deep expertisesocial core
22%AA
9%
Leading and evaluating teachers and staff, including conducting performance reviews, providing feedback, and organizing professional development opportunities
some context neededsocial core
21%DA
21%
Developing and implementing school policies, curriculum standards, and disciplinary procedures in alignment with district, state, or national guidelines
18%DD
66%
Overseeing daily school operations, including managing schedules, facilities, and resources to ensure a safe and efficient learning environment
13%AA
13%
Handling student disciplinary issues, including investigating incidents, mediating conflicts, and applying appropriate consequences or interventions
some context neededsocial core
10%AA
6%
Representing the school at district or regional meetings, conferences, and public events to advocate for resources and share best practices
deep expertisesocial core
7%AA
9%
Managing the school budget, including allocating funds for programs, supplies, and staffing while ensuring financial compliance and transparency
deep expertise
5%DD
31%
Monitoring and analyzing student performance data to identify trends, set goals, and implement strategies for improvement
0%DD
56%
TaskTimeTypeExposure
Developing and implementing school policies, curriculum standards, and disciplinary procedures in alignment with district, state, or national guidelines
21%DD
64%
Handling student disciplinary issues, including investigating incidents, mediating conflicts, and applying appropriate consequences or interventions
deep expertisesocial core
21%AA
0%
Leading and evaluating teachers and staff, including conducting performance reviews, providing feedback, and organizing professional development opportunities
deep expertisesocial core
14%DA
11%
Monitoring and analyzing student performance data to identify trends, set goals, and implement strategies for improvement
14%DD
62%
Managing the school budget, including allocating funds for programs, supplies, and staffing while ensuring financial compliance and transparency
13%DD
57%
Overseeing daily school operations, including managing schedules, facilities, and resources to ensure a safe and efficient learning environment
10%AA
11%
Engaging with parents, students, and the community through meetings, events, and communications to address concerns, build relationships, and foster collaboration
deep expertisesocial core
3%AA
9%
Representing the school at district or regional meetings, conferences, and public events to advocate for resources and share best practices
deep expertisesocial core
1%AA
3%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
