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Comparison · dataset August 2026

Elementary School Teacher vs School Counselor: which is more exposed to AI?

Effectively tied: 4 points separate Elementary School Teachers from School Counselors.

Elementary School Teacher scores 26% time-weighted AI exposure and School Counselor scores 22% — close enough that the headline number tells you almost nothing. The difference lives underneath it: Elementary School Teachers lose the most ground on "draft lesson plans" (80%), while for School Counselors it is "build class schedules" (80%). Both roles sit inside Education, so the exposure difference reflects task design rather than a change of field.

4PP GAP

Seven dimensions, side by side.

METRICELEMENTARY SCHOOL TEACHERSCHOOL COUNSELORDELTA
AI exposure26%22%4pp gap
Resilience score80/10082/1002pt gap
Substitutable work time18%15%Fully automatable today
Human-critical work time64%66%Models score poorly here
Median salary$63k$62k$1k apart
10-year growth1%4%School Counselor
US workforce1.4M330kBLS OEWS
Task level

What actually creates the gap.

Both roles hand a similar slice of the week to substitutable work — 18% for Elementary School Teachers, 15% for School Counselors — but it is different work. Elementary School Teacher exposure concentrates in "draft lesson plans"; School Counselor exposure concentrates in "build class schedules". Two roles can share a score and face completely different disruption timelines.

Elementary School Teacher
MOST EXPOSED TASKS
  • Draft lesson plans80% · 6% time
  • Prepare worksheets and materials78% · 4% time
  • Write parent communications76% · 3% time
  • Grade routine assignments74% · 5% time
HUMAN-CRITICAL CORE
  • Build relationships with students5% · 12% time
  • Handle behavior and emotions6% · 10% time
  • Teach and manage the classroom8% · 34% time
School Counselor
MOST EXPOSED TASKS
  • Build class schedules80% · 6% time
  • Maintain student records76% · 4% time
  • Draft recommendation letters74% · 5% time
HUMAN-CRITICAL CORE
  • Respond to student crises5% · 14% time
  • Counsel students one-on-one8% · 26% time
  • Mediate conflicts and bullying cases10% · 10% time
What transfers

Both roles lean on social, judgement — that is the part of your experience that travels intact. The real divide is manual: Elementary School Teachers score 34 there against 6 for School Counselors, a 28-point spread. That is the gap you would actually have to close.

DIMENSIONELEMENTARY SCHOOL TEACHERSCHOOL COUNSELOR
Manual346
Creative5226
Switching between them
LowDIFFICULTY

School Counselor appears in our dataset as a mapped adjacent career for Elementary School Teachers: the move lowers exposure by 4 points, landing at 22%. Switch difficulty reads low — capability profiles are 16 points apart on average and both sit in the same family.

Score your own exposure in 8 questions →

Common questions.

Is Elementary School Teacher or School Counselor more at risk from AI?

Elementary School Teacher. It scores 26% time-weighted AI exposure against 22% for School Counselor — a 4-point gap. 18% of elementary school teacher work time is already fully substitutable by current models, versus 15% for School Counselors.

Which pays more, Elementary School Teacher or School Counselor?

Elementary School Teacher, by roughly $1k at the median ($63k versus $62k). Note that the higher-paying role here is also the more AI-exposed one, which matters if you are weighing pay against durability.

Can a elementary school teacher switch to being a school counselor?

School Counselor appears in our dataset as a mapped adjacent career for Elementary School Teachers: the move lowers exposure by 4 points, landing at 22%. Switch difficulty reads low — capability profiles are 16 points apart on average and both sit in the same family.

Which role is growing faster, Elementary School Teacher or School Counselor?

School Counselor, at 4% projected ten-year growth versus 1% — a 3-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.

Career families
Education
Methodology
Scores are time-weighted across each role's canonical O*NET tasks, graded against current frontier-model capability. How we score.