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.
AI Impact Summary
Foresters faces moderate AI displacement risk with a score of 28/100. This occupation has higher AI displacement risk than 28% of all analyzed occupations. Of 25 analyzed tasks, 2 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)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
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
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
25 tasks analyzed
Procure timber from private landowners.
Monitor contract compliance and results of forestry activities to assure adherence to government regulations.
Negotiate terms and conditions of agreements and contracts for forest harvesting, forest management and leasing of forest lands.
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.
Establish short- and long-term plans for management of forest lands and forest resources.
Plan cutting programs and manage timber sales from harvested areas, assisting companies to achieve production goals.
Determine methods of cutting and removing timber with minimum waste and environmental damage.
Supervise activities of other forestry workers.
Perform inspections of forests or forest nurseries.
Plan and direct forest surveys and related studies and prepare reports and recommendations.
Contact local forest owners and gain permission to take inventory of the type, amount, and location of all standing timber on the property.
Direct, and participate in, forest fire suppression.
Map forest area soils and vegetation to estimate the amount of standing timber and future value and growth.
Choose and prepare sites for new trees, using controlled burning, bulldozers, or herbicides to clear weeds, brush, and logging debris.
Monitor forest-cleared lands to ensure that they are reclaimed to their most suitable end use.
Plan and implement projects for conservation of wildlife habitats and soil and water quality.
Subcontract with loggers or pulpwood cutters for tree removal and to aid in road layout.
Provide advice and recommendations, as a consultant on forestry issues, to private woodlot owners, firefighters, government agencies or to companies.
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.
Monitor wildlife populations and assess the impacts of forest operations on population and habitats.
Develop techniques for measuring and identifying trees.
Study different tree species' classification, life history, light and soil requirements, adaptation to new environmental conditions and resistance to disease and insects.
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.
Conduct public educational programs on forest care and conservation.
Develop new techniques for wood or residue use.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Procure timber from private landowners. | 15Estimated | 21.0% | 2% | |
| Monitor contract compliance and results of forestry activities to assure adherence to government regulations. | 87Estimated | 84.0% | 6% | |
| Negotiate terms and conditions of agreements and contracts for forest harvesting, forest management and leasing of forest lands. | 15Estimated | 21.0% | 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. | 40Estimated | 43.0% | 6% | |
| Establish short- and long-term plans for management of forest lands and forest resources. | 60Estimated | 51.0% | 6% | |
| Plan cutting programs and manage timber sales from harvested areas, assisting companies to achieve production goals. | 55Estimated | 49.0% | 5% | |
| Determine methods of cutting and removing timber with minimum waste and environmental damage. | 55Estimated | 49.0% | 5% | |
| Supervise activities of other forestry workers. | 10Estimated | 19.0% | 5% | |
| Perform inspections of forests or forest nurseries. | 25Estimated | 19.0% | 6% | |
| Plan and direct forest surveys and related studies and prepare reports and recommendations. | 55Estimated | 49.0% | 5% | |
| Contact local forest owners and gain permission to take inventory of the type, amount, and location of all standing timber on the property. | 20Estimated | 23.0% | 2% | |
| Direct, and participate in, forest fire suppression. | 5Estimated | 11.0% | 4% | |
| Map forest area soils and vegetation to estimate the amount of standing timber and future value and growth. | 65Estimated | 53.0% | 4% | |
| Choose and prepare sites for new trees, using controlled burning, bulldozers, or herbicides to clear weeds, brush, and logging debris. | 10Estimated | 13.0% | 4% | |
| Monitor forest-cleared lands to ensure that they are reclaimed to their most suitable end use. | 87Estimated | 84.0% | 4% | |
| Plan and implement projects for conservation of wildlife habitats and soil and water quality. | 50Estimated | 47.0% | 4% | |
| Subcontract with loggers or pulpwood cutters for tree removal and to aid in road layout. | 20Estimated | 23.0% | 3% | |
| Provide advice and recommendations, as a consultant on forestry issues, to private woodlot owners, firefighters, government agencies or to companies. | 25Estimated | 25.0% | 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. | 65Estimated | 53.0% | 4% | |
| Monitor wildlife populations and assess the impacts of forest operations on population and habitats. | 60Estimated | 51.0% | 3% | |
| Develop techniques for measuring and identifying trees. | 60Estimated | 51.0% | 3% | |
| Study different tree species' classification, life history, light and soil requirements, adaptation to new environmental conditions and resistance to disease and insects. | 55Estimated | 49.0% | 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. | 40Estimated | 43.0% | 2% | |
| Conduct public educational programs on forest care and conservation. | 15Estimated | 21.0% | 4% | |
| Develop new techniques for wood or residue use. | 55Estimated | 49.0% | 2% |
Protective Factors
Total protective discount: 33.1%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$70,660
per year
Mean Wage
$74,670
per year
Employment
10K
workers
Wage Range
$49,240 - $103,220
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Alternate Career Paths
See all transitionsRange Managers
25%Median salary: $67,950
Higher risk than 18% of other occupations
First-Line Supervisors of Aquacultural Workers
25%Median salary: $59,330
Higher risk than 21% of other occupations
Natural Sciences Managers
27%Median salary: $161,180
Higher risk than 26% of other occupations
Zoologists and Wildlife Biologists
29%Median salary: $72,860
Higher risk than 31% of other occupations
Occupational Health and Safety Specialists
30%Higher risk than 40% of other occupations
Hydrologists
32%Median salary: $92,060
Higher risk than 50% of other occupations
Soil and Water Conservationists
32%Median salary: $67,950
Higher risk than 50% of other occupations
Environmental Scientists and Specialists, Including Health
32%Median salary: $80,060
Higher risk than 51% of other occupations
Environmental Science and Protection Technicians, Including Health
33%Higher risk than 55% of other occupations
Environmental Compliance Inspectors
40%Median salary: $78,420
Higher risk than 79% of other occupations
Sales Managers
25%Higher risk than 20% of other occupations
Chief Executives
26%Higher risk than 23% of other occupations
General and Operations Managers
28%Higher risk than 29% of other occupations
Marketing Managers
30%Higher risk than 38% of other occupations
Advertising and Promotions Managers
31%Higher risk than 43% of other occupations
Computer and Information Systems Managers
31%Higher risk than 45% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Foresters 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.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization 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.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination 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.
- Social Perceptiveness
Social Perceptiveness 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.
- Monitoring
Monitoring 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.
- 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.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing 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
overall change