AI JOB RISK SCANNER
O*NET-SOC 25-3041.00 / model V11 rated-task engine

Will AI replace
Tutors?

Instruct individual students or small groups of students in academic subjects to support formal class instruction or to prepare students for standardized or admissions tests.

Estimated AI task exposure
43%

Moderate exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

19 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

43/100

Physical moat

5/100

Human moat

55/100

Rating coverage

100%

19 task statements / 19 rated

Highest-weighted occupation tasks

Provide feedback to students, using positive reinforcement techniques to encourage, motivate, or build confidence in students.
Importance 96/100Relevance 100/100Frequency 86/100Weight 0.95
Review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments.
Importance 93/100Relevance 100/100Frequency 80/100Weight 0.93
Assess students' progress throughout tutoring sessions.
Importance 92/100Relevance 100/100Frequency 78/100Weight 0.91
Provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests.
Importance 86/100Relevance 100/100Frequency 77/100Weight 0.89
Teach students study skills, note-taking skills, and test-taking strategies.
Importance 86/100Relevance 100/100Frequency 72/100Weight 0.88
Schedule tutoring appointments with students or their parents.
Importance 74/100Relevance 100/100Frequency 67/100Weight 0.82
Organize tutoring environment to promote productivity and learning.
Importance 73/100Relevance 100/100Frequency 62/100Weight 0.80
Collaborate with students, parents, teachers, school administrators, or counselors to determine student needs, develop tutoring plans, or assess student progress.
Importance 79/100Relevance 91/100Frequency 60/100Weight 0.79
Prepare lesson plans or learning modules for tutoring sessions according to students' needs and goals.
Importance 66/100Relevance 100/100Frequency 51/100Weight 0.75
Communicate students' progress to students, parents, or teachers in written progress reports, in person, by phone, or by email.
Importance 72/100Relevance 86/100Frequency 58/100Weight 0.74

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$43,350

BLS OEWS May 2025

National employment

175,070

BLS OEWS May 2025

Projected growth

-0.2%

BLS Employment Projections 2025–2035

Average annual openings

34

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Substitute Teachers, Short-Term

12%

31 points lower exposure • 81% profile similarity

Median wage: $41,670 Growth 2025–2035: +2.0% Annual openings: 65

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education

19%

24 points lower exposure • 84% profile similarity

Median wage: Not published Growth 2025–2035: Not published Annual openings: Not published

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Athletes and Sports Competitors

21%

22 points lower exposure • 86% profile similarity

Median wage: $66,710 Growth 2025–2035: +5.5% Annual openings: 2

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Chefs and Head Cooks

12%

31 points lower exposure • 76% profile similarity

Median wage: $62,470 Growth 2025–2035: +6.6% Annual openings: 25

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Hydroelectric Production Managers

10%

33 points lower exposure • 73% profile similarity

Median wage: $126,060 Growth 2025–2035: +2.6% Annual openings: 17

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Teaching Assistants, Special Education

22%

21 points lower exposure • 87% profile similarity

Median wage: Not published Growth 2025–2035: Not published Annual openings: Not published

stronger human/judgment moat, more physical-world work

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

    AUGMENT

      PROTECT

      • relationship building
      • judgment in ambiguous situations
      • communication and persuasion

      LEARN

      • leadership
      • negotiation
      • stakeholder communication

      AI-PROOFING RESOURCES

      What this score does not mean

      The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

      New in V11

      Find a Safer Career Path

      High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

      EXPLORE CAREER ALTERNATIVES
      I am your guide.
      Knowledge is your strongest upgrade.