Takeover Tracker
33%medium risk

Mathematical Science Teachers, Postsecondary

Teach courses pertaining to mathematical concepts, statistics, and actuarial science and to the application of original and standardized mathematical techniques in solving specific problems and situations. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.

Higher risk than 59% of occupations
Checking for existing plan...

How AI Impacts Each Task

24 tasks analyzed

Compile, administer, and grade examinations, or assign this work to others.

Risk: 72.3%AI: 57.75ObservedTime: 6%

Evaluate and grade students' class work, assignments, and papers.

Risk: 65.7%AI: 41.35ObservedTime: 6%

Prepare and deliver lectures to undergraduate or graduate students on topics such as linear algebra, differential equations, and discrete mathematics.

Risk: 27.0%AI: 30EstimatedTime: 15%

Prepare course materials, such as syllabi, homework assignments, and handouts.

Risk: 50.9%AI: 59.67ObservedTime: 6%

Initiate, facilitate, and moderate classroom discussions.

Risk: 35.6%AI: 51.6ObservedTime: 5%

Maintain student attendance records, grades, and other required records.

Risk: 87.2%AI: 95EstimatedTime: 3%

Maintain regularly scheduled office hours to advise and assist students.

Risk: 37.2%AI: 55.55ObservedTime: 6%

Plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.

Risk: 51.5%AI: 61.15ObservedTime: 5%

Keep abreast of developments and technological advances in the mathematical field by reading current literature, talking with colleagues, and participating in professional conferences.

Risk: 43.0%AI: 40EstimatedTime: 4%

Collaborate with colleagues to address teaching and research issues.

Risk: 38.9%AI: 59.7ObservedTime: 3%

Conduct research in a particular field of knowledge and publish findings in books, professional journals, or electronic media.

Risk: 49.8%AI: 56.93ObservedTime: 10%

Advise students on academic and vocational curricula and on career issues.

Risk: 40.0%AI: 62.48ObservedTime: 3%

Supervise undergraduate or graduate teaching, internship, and research work.

Risk: 38.2%AI: 57.88ObservedTime: 4%

Perform administrative duties, such as serving as department head.

Risk: 33.6%AI: 46.38ObservedTime: 2%

Select and obtain materials and supplies, such as textbooks.

Risk: 68.0%AI: 47.08ObservedTime: 2%

Serve on academic or administrative committees that deal with institutional policies, departmental matters, and academic issues.

Risk: 34.1%AI: 47.85ObservedTime: 2%

Participate in student recruitment, registration, and placement activities.

Risk: 34.9%AI: 49.82ObservedTime: 2%

Act as advisers to student organizations.

Risk: 39.5%AI: 61.18ObservedTime: 2%

Write grant proposals to procure external research funding.

Risk: 48.7%AI: 54.25ObservedTime: 4%

Participate in campus and community events.

Risk: 38.4%AI: 58.5ObservedTime: 2%

Compile bibliographies of specialized materials for outside reading assignments.

Risk: 72.0%AI: 56.95ObservedTime: 2%

Provide professional consulting services to government or industry.

Risk: 51.6%AI: 61.42ObservedTime: 2%

Develop department and course schedules.

Risk: 85.2%AI: 90EstimatedTime: 2%

Conduct faculty performance evaluations.

Risk: 23.0%AI: 20EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Mathematical Science Teachers, Postsecondary skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

Courseraintermediate

Machine Learning Specialization

by Stanford / DeepLearning.AI

~10 weeks$49/mo4.9Certificate
Addresses vulnerability: Mathematics

Estimated Impact

-8.5pt risk+$5K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.7pt risk+$5K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Foundations of Teaching for Learning

by Commonwealth Education Trust

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Instructing

Estimated Impact

-4pt risk+$5K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 2 scoring runs

-0.8

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Doctoral/Professional Degree31%
Level 91%
Level 1160%
Level 127%

Prior Experience Needed

Work experience required to enter this job

None13%
3-6 months8%
6 months - 1 year4%
1-2 years31%
2-4 years33%
4-6 years8%
Over 10 years2%

Training Provided After Hiring

How long it typically takes to learn on the job

None45%
Up to 1 month25%
1-3 months3%
3-6 months13%
6 months - 1 year1%
1-2 years2%
2-4 years10%

Related News

Recent articles about AI affecting this occupation

2 articles

AI Model Reportedly Solves 60-Year-Old Math Problem, Threatening Research Roles

A new iteration of ChatGPT has allegedly solved a complex Erdos mathematics problem in a single attempt, a feat that eluded human mathematicians for over six decades. This milestone suggests AI is moving beyond basic coding and writing into elite academic research.

r/singularityApr 27

Google's Autonomous Math AI Signals Disruption for Research Roles

Google's new Aletheia AI successfully solved 60% of novel math problems in a major challenge without human intervention. This breakthrough in agentic reasoning suggests even highly specialized academic positions face automation risks.

InfoQ AI/MLApr 19

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis