JOB REPORT / 19-1032 · 25 TASKS

Foresters.

Can AI do the work of Foresters?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

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The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

Study different tree species' classification, life history, light…
Plan and direct forest surveys and related studies…
Provide advice and recommendations, as a consultant on forestry…

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A guided certificate program in AI-assisted Foresters work. It covers the 22 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

22 of 25 tasks reviewed

This job has 25 core tasks. We went through 22 of them, one at a time.

Task by task, from the work Foresters actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

TASK 01
Study different tree species' classification, life history, light and soil requirements, adaptation to new environmental conditions and resistance to disease and insects.
AI DOES
Summarizes species traits, soil needs, disease resistance data, and research literature instantly
YOU DO
Go into the field, observe real conditions, and apply local ecological judgment
TASK 02
Plan and direct forest surveys and related studies and prepare reports and recommendations.
AI DOES
Summarizes survey data, drafts reports, and flags patterns in forest health data
YOU DO
Walk the land, apply local knowledge, and make calls that affect real ecosystems
TASK 03
Provide advice and recommendations, as a consultant on forestry issues, to private woodlot owners, firefighters, government agencies or to companies.
AI DOES
Drafts reports, summarizes regulations, and compiles data on forest health and fire risk
YOU DO
Walk the land, read the site firsthand, and earn trust from clients and agencies
TASK 04
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.
AI DOES
Runs statistical models on growth data, finds patterns across species datasets, and summarizes research on seed germination and yield trends
YOU DO
Apply site-specific field experience and ecological judgment to interpret what the data actually means on the ground
TASK 05
Determine methods of cutting and removing timber with minimum waste and environmental damage.
AI DOES
Reviews terrain data, timber inventories, and regulations to suggest low-impact harvest methods
YOU DO
Walk the site and adapt plans to real conditions AI cannot see
TASK 06
Map forest area soils and vegetation to estimate the amount of standing timber and future value and growth.
AI DOES
Analyzes remote sensing data, runs growth models, and generates draft maps and timber volume estimates
YOU DO
Walk the land to verify soil types, spot disease or damage, and make final judgment calls about real conditions
TASK 07
Develop new techniques for wood or residue use.
AI DOES
Searches existing research, summarizes material science data, and drafts new technique proposals
YOU DO
Test ideas in real forest conditions and judge what actually works on the ground
TASK 08
Establish short- and long-term plans for management of forest lands and forest resources.
AI DOES
Drafts plan templates, summarizes research, and models growth and harvest scenarios from data
YOU DO
Walk the land, weigh community needs, and make final calls on complex trade-offs
TASK 09
Monitor contract compliance and results of forestry activities to assure adherence to government regulations.
AI DOES
Reviews documents, cross-checks regulations, and flags compliance gaps in reports
YOU DO
Walk the land and judge what the data can't show
TASK 10
Develop techniques for measuring and identifying trees.
AI DOES
Suggests measurement frameworks, reviews existing techniques, and summarizes research on tree identification methods
YOU DO
Test methods in the field and judge what works across real terrain and tree varieties
TASK 11
Conduct public educational programs on forest care and conservation.
AI DOES
Drafts lesson plans, talking points, handouts, and presentation slides on forest topics
YOU DO
Show up in person, read the audience, and build trust through real conversation
TASK 12
Monitor wildlife populations and assess the impacts of forest operations on population and habitats.
AI DOES
Analyzes camera trap images, satellite data, and population trend reports to flag changes faster
YOU DO
Walk the terrain, interpret local conditions, and decide how to respond to what you find
TASK 13
Plan cutting programs and manage timber sales from harvested areas, assisting companies to achieve production goals.
AI DOES
Analyzes timber inventory data, models yield projections, drafts sale documents, and flags regulatory requirements
YOU DO
Walk the land, read site conditions firsthand, and negotiate deals with buyers and regulators
TASK 14
Negotiate terms and conditions of agreements and contracts for forest harvesting, forest management and leasing of forest lands.
AI DOES
Drafts contract language, summarizes terms, flags missing clauses, and compares past agreements
YOU DO
Read the room, build relationships, and make final calls on trade-offs
TASK 15
Plan and implement projects for conservation of wildlife habitats and soil and water quality.
AI DOES
Drafts conservation plans, summarizes research, and analyzes habitat data
YOU DO
Walk the land, build trust with communities, and make real-world calls
TASK 16
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.
AI DOES
Analyzes growth data, generates planting layout options, and summarizes research on tree species selection
YOU DO
Walk the land, read site conditions, and lead crews in the field
TASK 17
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.
AI DOES
Drafts plans, looks up regulations, and summarizes guidelines
YOU DO
Walk the land, assess real conditions, and make safety calls on-site
TASK 18
Contact local forest owners and gain permission to take inventory of the type, amount, and location of all standing timber on the property.
AI DOES
Drafts permission request letters and tracks landowner contacts in a database
YOU DO
Build trust face-to-face with local landowners who need to feel confident before granting access
TASK 19
Subcontract with loggers or pulpwood cutters for tree removal and to aid in road layout.
AI DOES
Drafts contract language, compares subcontractor bids, and helps organize logistics
YOU DO
Visit the site, build trust with contractors, and make final calls on who to hire
TASK 20
Monitor forest-cleared lands to ensure that they are reclaimed to their most suitable end use.
AI DOES
Analyzes satellite and drone imagery to flag vegetation regrowth or erosion concerns
YOU DO
Walk the land, assess soil health, and make final calls on reclamation success
TASK 21
Procure timber from private landowners.
AI DOES
Drafts outreach letters, researches land ownership records, and helps prepare offer documents
YOU DO
Build trust with landowners and negotiate deals face to face
TASK 22
Supervise activities of other forestry workers.
AI DOES
Helps organize schedules, track crew progress, and draft reports
YOU DO
Stay present in the field to guide, coach, and make safety calls in real time

START LEARNING AI

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There are 22 short lessons for this job, about 15 minutes each. Each one starts from a task above and teaches the part that stays with you.

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AT A GLANCE

Occupation: Foresters
SOC code: 19-1032
Tasks reviewed: 22 of 25

How we assess

PAY & OUTLOOK

Compare pay by state

Median pay (national): $76,400 · BLS OEWS 2025
Median pay (Colorado): $76,400 · BLS OEWS 2025
Employed (national): 10,430
Employed in Colorado: 210
Job outlook: +1.2% by 2034 · ~1,100 openings/yr

Wages from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics. National figures cover the United States. Job outlook is national.

How does this fit your work?

Earn a certificate in your job

Your job, task by task.

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 forest surveys and related studies and prepare reports and recommendations.

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.

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

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

Develop new techniques for wood or residue use.

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

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

Develop techniques for measuring and identifying trees.

Conduct public educational programs on forest care and conservation.

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

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

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

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

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.

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.

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

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

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

Procure timber from private landowners.

Supervise activities of other forestry workers.

Practice AI.Use your judgment.

Practice AI.
Use your judgment.