AITakeover Tracker
32%medium risk

Forestry and Conservation Science Teachers, Postsecondary

Teach courses in forestry and conservation science. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.

Higher risk than 53% of occupations

AI Impact Summary

Forestry and Conservation Science Teachers, Postsecondary faces moderate AI displacement risk with a score of 32/100. This occupation has higher AI displacement risk than 53% of all analyzed occupations. Of 25 analyzed tasks, 4 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension 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.

Memorization5%

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

Information Ordering5%

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

Mathematics10%

Mathematics 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.

Leadership88%

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

Adaptability/Flexibility85%

Adaptability/Flexibility 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.

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.

Service Orientation82%

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

Persuasion80%

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

AI-Augmented Skills (7)

WritingCritical ThinkingActive LearningMonitoringJudgment and Decision MakingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Forestry and Conservation 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.6pt 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+$6K/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+$6K/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.

Education & Training

Percentage of workers at each education and training level

Education Level

Doctoral/Professional Degree1%
Level 1168%
Level 1232%

Prior Experience Needed

Work experience required to enter this job

None6%
6 months - 1 year6%
1-2 years11%
2-4 years23%
4-6 years14%
6-8 years15%
Over 10 years25%

Training Provided After Hiring

How long it typically takes to learn on the job

None25%
Up to 1 month3%
1-3 months27%
3-6 months4%
6 months - 1 year15%
1-2 years10%
2-4 years2%
4-6 years14%

How AI Impacts Each Task

25 tasks analyzed

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

Risk: 49.8%AI: 56.93ObservedTime: 15%

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

Risk: 53.6%AI: 66.55ObservedTime: 5%

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

Risk: 72.3%AI: 57.75ObservedTime: 5%

Write grant proposals to procure external research funding.

Risk: 48.7%AI: 54.25ObservedTime: 5%

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

Risk: 38.2%AI: 57.88ObservedTime: 6%

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

Risk: 65.7%AI: 41.35ObservedTime: 5%

Prepare and deliver lectures to undergraduate or graduate students on topics such as forest resource policy, forest pathology, and mapping.

Risk: 29.0%AI: 35EstimatedTime: 9%

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

Risk: 73.1%AI: 59.67ObservedTime: 5%

Initiate, facilitate, and moderate classroom discussions.

Risk: 35.6%AI: 51.6ObservedTime: 5%

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

Risk: 40.0%AI: 62.48ObservedTime: 4%

Supervise students' laboratory or field work.

Risk: 17.0%AI: 5EstimatedTime: 5%

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

Risk: 87.2%AI: 95EstimatedTime: 2%

Collaborate with colleagues to address teaching and research issues.

Risk: 38.9%AI: 59.7ObservedTime: 4%

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

Risk: 51.5%AI: 61.15ObservedTime: 4%

Maintain regularly scheduled office hours to advise and assist students.

Risk: 37.2%AI: 55.55ObservedTime: 4%

Review papers for colleagues and scientific journals.

Risk: 52.3%AI: 63.12ObservedTime: 3%

Participate in student recruitment, registration, and placement activities.

Risk: 34.9%AI: 49.82ObservedTime: 2%

Select and obtain materials and supplies, such as textbooks and laboratory equipment.

Risk: 67.8%AI: 46.43ObservedTime: 2%

Provide information to the public by leading workshops and training programs and by developing educational materials.

Risk: 39.6%AI: 61.58ObservedTime: 2%

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

Risk: 34.1%AI: 47.85ObservedTime: 3%

Perform administrative duties, such as serving as department head.

Risk: 33.6%AI: 46.38ObservedTime: 2%

Participate in campus and community events.

Risk: 38.4%AI: 58.5ObservedTime: 2%

Provide professional consulting services to government or industry.

Risk: 51.6%AI: 61.42ObservedTime: 2%

Compile bibliographies of specialized materials for outside reading assignments.

Risk: 72.0%AI: 56.95ObservedTime: 2%

Act as advisers to student organizations.

Risk: 39.5%AI: 61.18ObservedTime: 2%

Protective Factors

Total protective discount: 30.8%

Essential Soft Skills

Traits that are hard for AI to replicate

Analytical ThinkingInitiativeAchievement/EffortIndependenceIntegrityAttention to DetailInnovationPersistenceDependabilityLeadershipCooperationSelf Control

Wage & Employment (2024)

Median Wage

$100,830

per year

Mean Wage

$103,780

per year

Employment

1K

workers

Wage Range

$58,670 - $154,630

10th - 90th pct

Wage Distribution

$58,670Median: $100,830$154,630
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Forestry and Conservation Science Teachers, Postsecondary professionals should diversify beyond them.

  • Reading Comprehension

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

  • Mathematics

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

  • Memorization

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

  • Information Ordering

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

  • Mathematics

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

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Instructing

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

  • Leadership

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

  • Adaptability/Flexibility

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

  • Complex Problem Solving

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

  • Coordination

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

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

+1.1

overall change

Checking for existing plan...