Takeover Tracker
28%medium risk

Foresters

Manage public and private forested lands for economic, recreational, and conservation purposes. May inventory the type, amount, and location of standing timber, appraise the timber's worth, negotiate the purchase, and draw up contracts for procurement. May determine how to conserve wildlife habitats, creek beds, water quality, and soil stability, and how best to comply with environmental regulations. May devise plans for planting and growing new trees, monitor trees for healthy growth, and determine optimal harvesting schedules.

Higher risk than 28% of occupations
Checking for existing plan...

How AI Impacts Each Task

25 tasks analyzed

Procure timber from private landowners.

Risk: 21.0%AI: 15EstimatedTime: 2%

Monitor contract compliance and results of forestry activities to assure adherence to government regulations.

Risk: 84.0%AI: 87EstimatedTime: 6%

Negotiate terms and conditions of agreements and contracts for forest harvesting, forest management and leasing of forest lands.

Risk: 21.0%AI: 15EstimatedTime: 4%

Plan and supervise forestry projects, such as determining the type, number and placement of trees to be planted, managing tree nurseries, thinning forest and monitoring growth of new seedlings.

Risk: 43.0%AI: 40EstimatedTime: 6%

Establish short- and long-term plans for management of forest lands and forest resources.

Risk: 51.0%AI: 60EstimatedTime: 6%

Plan cutting programs and manage timber sales from harvested areas, assisting companies to achieve production goals.

Risk: 49.0%AI: 55EstimatedTime: 5%

Determine methods of cutting and removing timber with minimum waste and environmental damage.

Risk: 49.0%AI: 55EstimatedTime: 5%

Supervise activities of other forestry workers.

Risk: 19.0%AI: 10EstimatedTime: 5%

Perform inspections of forests or forest nurseries.

Risk: 19.0%AI: 25EstimatedTime: 6%

Plan and direct forest surveys and related studies and prepare reports and recommendations.

Risk: 49.0%AI: 55EstimatedTime: 5%

Contact local forest owners and gain permission to take inventory of the type, amount, and location of all standing timber on the property.

Risk: 23.0%AI: 20EstimatedTime: 2%

Direct, and participate in, forest fire suppression.

Risk: 11.0%AI: 5EstimatedTime: 4%

Map forest area soils and vegetation to estimate the amount of standing timber and future value and growth.

Risk: 53.0%AI: 65EstimatedTime: 4%

Choose and prepare sites for new trees, using controlled burning, bulldozers, or herbicides to clear weeds, brush, and logging debris.

Risk: 13.0%AI: 10EstimatedTime: 4%

Monitor forest-cleared lands to ensure that they are reclaimed to their most suitable end use.

Risk: 84.0%AI: 87EstimatedTime: 4%

Plan and implement projects for conservation of wildlife habitats and soil and water quality.

Risk: 47.0%AI: 50EstimatedTime: 4%

Subcontract with loggers or pulpwood cutters for tree removal and to aid in road layout.

Risk: 23.0%AI: 20EstimatedTime: 3%

Provide advice and recommendations, as a consultant on forestry issues, to private woodlot owners, firefighters, government agencies or to companies.

Risk: 25.0%AI: 25EstimatedTime: 4%

Analyze effect of forest conditions on tree growth rates and tree species prevalence and the yield, duration, seed production, growth viability, and germination of different species.

Risk: 53.0%AI: 65EstimatedTime: 4%

Monitor wildlife populations and assess the impacts of forest operations on population and habitats.

Risk: 51.0%AI: 60EstimatedTime: 3%

Develop techniques for measuring and identifying trees.

Risk: 51.0%AI: 60EstimatedTime: 3%

Study different tree species' classification, life history, light and soil requirements, adaptation to new environmental conditions and resistance to disease and insects.

Risk: 49.0%AI: 55EstimatedTime: 3%

Plan and direct construction and maintenance of recreation facilities, fire towers, trails, roads and bridges, ensuring that they comply with guidelines and regulations set for forested public lands.

Risk: 43.0%AI: 40EstimatedTime: 2%

Conduct public educational programs on forest care and conservation.

Risk: 21.0%AI: 15EstimatedTime: 4%

Develop new techniques for wood or residue use.

Risk: 49.0%AI: 55EstimatedTime: 2%

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.

Information Ordering5%

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

Mathematics10%

Mathematics 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)

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.

Complex Problem Solving75%

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

Social Perceptiveness90%

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

Negotiation85%

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

Instructing75%

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

Persuasion80%

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

Recommended Courses

Courses matched to Foresters 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

-7.1pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-5.4pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

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

Estimated Impact

-3.8pt risk+$4K/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.

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Score History

Risk score over 2 scoring runs

-1.8

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Some College6%
Post-Secondary Certificate6%
Associate's Degree7%
Bachelor's Degree79%
Master's Degree2%

Prior Experience Needed

Work experience required to enter this job

6 months - 1 year14%
1-2 years18%
2-4 years31%
4-6 years16%
6-8 years12%
8-10 years2%
Over 10 years7%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month17%
1-3 months10%
3-6 months8%
6 months - 1 year24%
1-2 years24%
2-4 years13%
4-6 years5%

Related News

Recent articles about AI affecting this occupation

1 articles

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