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.
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% |
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.
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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
overall change
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
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Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis