Forest and Conservation Technicians
Provide technical assistance regarding the conservation of soil, water, forests, or related natural resources. May compile data pertaining to size, content, condition, and other characteristics of forest tracts, under the direction of foresters; or train and lead forest workers in forest propagation, fire prevention and suppression. May assist conservation scientists in managing, improving, and protecting rangelands and wildlife habitats.
AI Impact Summary
Forest and Conservation Technicians faces moderate AI displacement risk with a score of 28/100. This occupation has higher AI displacement risk than 29% of all analyzed occupations. Of 24 analyzed tasks, 7 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 Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
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.
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.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Forest and Conservation Technicians skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
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AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Google UX Design Professional Certificate
by Google
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Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
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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.
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
24 tasks analyzed
Thin and space trees and control weeds and undergrowth, using manual tools and chemicals, or supervise workers performing these tasks.
Keep records of the amount and condition of logs taken to mills.
Manage forest protection activities, including fire control, fire crew training, and coordination of fire detection and public education programs.
Monitor activities of logging companies and contractors.
Perform reforestation or forest renewal, including nursery and silviculture operations, site preparation, seeding and tree planting programs, cone collection, and tree improvement.
Train and lead forest and conservation workers in seasonal activities, such as planting tree seedlings, putting out forest fires, and maintaining recreational facilities.
Plan and supervise construction of access routes and forest roads.
Select and mark trees for thinning or logging, drawing detailed plans that include access roads.
Supervise forest nursery operations, timber harvesting, land use activities such as livestock grazing, and disease or insect control programs.
Patrol park or forest areas to protect resources and prevent damage.
Provide information about, and enforce, regulations, such as those concerning environmental protection, resource utilization, fire safety, and accident prevention.
Develop and maintain computer databases.
Inspect trees and collect samples of plants, seeds, foliage, bark, and roots to locate insect and disease damage.
Measure distances, clean sightlines, and record data to help survey crews.
Issue fire permits, timber permits, and other forest use licenses.
Map forest tract data using digital mapping systems.
Survey, measure, and map access roads and forest areas such as burns, cut-over areas, experimental plots, and timber sales sections.
Provide forestry education and general information, advice, and recommendations to woodlot owners, community organizations, and the general public.
Provide technical support to forestry research programs in areas such as tree improvement, seed orchard operations, insect and disease surveys, or experimental forestry and forest engineering research.
Conduct laboratory or field experiments with plants, animals, insects, diseases, and soils.
Install gauges, stream flow recorders, and soil moisture measuring instruments, and collect and record data from them to assist with watershed analysis.
Write reports on forestry or conservation activities.
Develop contracts related to operations.
Monitor environmental conditions such as temperature or humidity.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Thin and space trees and control weeds and undergrowth, using manual tools and chemicals, or supervise workers performing these tasks. | 10Estimated | 13.0% | 8% | |
| Keep records of the amount and condition of logs taken to mills. | 90Estimated | 85.2% | 3% | |
| Manage forest protection activities, including fire control, fire crew training, and coordination of fire detection and public education programs. | 20Estimated | 23.0% | 6% | |
| Monitor activities of logging companies and contractors. | 30Estimated | 27.0% | 5% | |
| Perform reforestation or forest renewal, including nursery and silviculture operations, site preparation, seeding and tree planting programs, cone collection, and tree improvement. | 20Estimated | 17.0% | 6% | |
| Train and lead forest and conservation workers in seasonal activities, such as planting tree seedlings, putting out forest fires, and maintaining recreational facilities. | 20Estimated | 23.0% | 6% | |
| Plan and supervise construction of access routes and forest roads. | 50Estimated | 47.0% | 4% | |
| Select and mark trees for thinning or logging, drawing detailed plans that include access roads. | 60Estimated | 51.0% | 5% | |
| Supervise forest nursery operations, timber harvesting, land use activities such as livestock grazing, and disease or insect control programs. | 25Estimated | 25.0% | 5% | |
| Patrol park or forest areas to protect resources and prevent damage. | 25Estimated | 19.0% | 6% | |
| Provide information about, and enforce, regulations, such as those concerning environmental protection, resource utilization, fire safety, and accident prevention. | 52.08Observed | 35.8% | 5% | |
| Develop and maintain computer databases. | 57.9Observed | 72.4% | 3% | |
| Inspect trees and collect samples of plants, seeds, foliage, bark, and roots to locate insect and disease damage. | 40Estimated | 43.0% | 5% | |
| Measure distances, clean sightlines, and record data to help survey crews. | 45Estimated | 51.0% | 4% | |
| Issue fire permits, timber permits, and other forest use licenses. | 95Estimated | 87.2% | 2% | |
| Map forest tract data using digital mapping systems. | 95Estimated | 87.2% | 4% | |
| Survey, measure, and map access roads and forest areas such as burns, cut-over areas, experimental plots, and timber sales sections. | 65Estimated | 53.0% | 4% | |
| Provide forestry education and general information, advice, and recommendations to woodlot owners, community organizations, and the general public. | 35Estimated | 29.0% | 4% | |
| Provide technical support to forestry research programs in areas such as tree improvement, seed orchard operations, insect and disease surveys, or experimental forestry and forest engineering research. | 55Estimated | 49.0% | 2% | |
| Conduct laboratory or field experiments with plants, animals, insects, diseases, and soils. | 40Estimated | 43.0% | 3% | |
| Install gauges, stream flow recorders, and soil moisture measuring instruments, and collect and record data from them to assist with watershed analysis. | 20Estimated | 17.0% | 2% | |
| Write reports on forestry or conservation activities. | 90Estimated | 85.2% | 4% | |
| Develop contracts related to operations. | 85Estimated | 83.2% | 2% | |
| Monitor environmental conditions such as temperature or humidity. | 92Estimated | 86.0% | 2% |
Protective Factors
Total protective discount: 32.2%
Essential Soft Skills
Traits that are hard for AI to replicate
Explore other career paths
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Alternate Career Paths
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Forest and Conservation Technicians professionals should diversify beyond them.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- 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.
- 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.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Instructing
Instructing 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.
- 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.
- Monitoring
Monitoring 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