Distribution across 36 profiles.
Middle half of School Counselors score between 10% and 14%.
0%
50%
100%
p10 · 9%
16% · p90
Task breakdown by work type
On-screen work0%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen36%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action7%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person57%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a School Counselor, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
One-on-one counseling sessions with students to discuss personal, social, or academic issues, providing emotional support and guidance
deep expertisesocial core
25%AA
3%
Collaborating with teachers, parents, and administrators to address student behavioral or academic concerns and coordinate support strategies
deep expertisesocial core
25%AA
1%
Developing and implementing individualized education plans (IEPs) or academic intervention plans for students with special needs or learning challenges
17%AD
28%
Organizing and overseeing school-wide programs or events (e.g., college fairs, mental health awareness weeks, or peer mentoring initiatives)
16%DA
19%
Leading group workshops or classroom sessions on topics like bullying prevention, stress management, college readiness, or career exploration
deep expertisesocial core
10%AA
8%
Documenting student interactions, progress, and interventions in school records or databases, ensuring compliance with privacy laws (e.g., FERPA)
4%AD
33%
Conducting assessments or screenings (e.g., for learning disabilities, mental health concerns, or risk of self-harm) and interpreting results to recommend interventions
deep expertisesocial element
0%AD
20%
TaskTimeTypeExposure
Developing and implementing individualized education plans (IEPs) or academic intervention plans for students with special needs or learning challenges
28%AD
29%
One-on-one counseling sessions with students to discuss personal, social, or academic issues, providing emotional support and guidance
deep expertisesocial core
26%AA
8%
Leading group workshops or classroom sessions on topics like bullying prevention, stress management, college readiness, or career exploration
deep expertisesocial core
18%AA
0%
Collaborating with teachers, parents, and administrators to address student behavioral or academic concerns and coordinate support strategies
deep expertisesocial core
16%AA
6%
Organizing and overseeing school-wide programs or events (e.g., college fairs, mental health awareness weeks, or peer mentoring initiatives)
5%DA
16%
Documenting student interactions, progress, and interventions in school records or databases, ensuring compliance with privacy laws (e.g., FERPA)
4%AD
35%
Conducting assessments or screenings (e.g., for learning disabilities, mental health concerns, or risk of self-harm) and interpreting results to recommend interventions
deep expertisesocial element
1%AD
10%
TaskTimeTypeExposure
Documenting student interactions, progress, and interventions in school records or databases, ensuring compliance with privacy laws (e.g., FERPA)
18%AD
44%
Organizing and overseeing school-wide programs or events (e.g., college fairs, mental health awareness weeks, or peer mentoring initiatives)
18%DA
16%
Conducting assessments or screenings (e.g., for learning disabilities, mental health concerns, or risk of self-harm) and interpreting results to recommend interventions
deep expertisesocial element
16%AD
9%
Leading group workshops or classroom sessions on topics like bullying prevention, stress management, college readiness, or career exploration
deep expertisesocial element
15%AA
13%
Collaborating with teachers, parents, and administrators to address student behavioral or academic concerns and coordinate support strategies
deep expertisesocial core
13%AA
0%
One-on-one counseling sessions with students to discuss personal, social, or academic issues, providing emotional support and guidance
deep expertisesocial core
11%AA
4%
Developing and implementing individualized education plans (IEPs) or academic intervention plans for students with special needs or learning challenges
6%AD
38%
Save & share
Work as a School Counselor? Map your specific role.