Somewhat Resilient
Last Update: 8/30/2026
AI Resilience Score for Foresters:
47.7%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
High
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Low
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
AI Resilience Report forForesters
$76,400 median salary•900 annual openings•SOC Code: 19-1032.00
Foresters are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.
Forestry is labeled "Somewhat Resilient" because AI is genuinely changing how a good chunk of the work gets done, especially in areas like wildfire detection, forest monitoring, and report generation, where tools can now do in minutes what used to take much longer. That said, the core of the job, including field judgment, wildlife knowledge, community relationships, and hands-on fire response, still requires a real human on the ground, and the Bureau of Labor Statistics still projects about 3,000 job openings per year through 2025 to 2035.
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Forestry is labeled "Somewhat Resilient" because AI is genuinely changing how a good chunk of the work gets done, especially in areas like wildfire detection, forest monitoring, and report generation, where tools can now do in minutes what used to take much longer. That said, the core of the job, including field judgment, wildlife knowledge, community relationships, and hands-on fire response, still requires a real human on the ground, and the Bureau of Labor Statistics still projects about 3,000 job openings per year through 2025 to 2035.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreAnalysis of Current AI Resilience
Foresters
Updated Quarterly
How is AI changing Foresters jobs?
Right now, AI is mostly augmenting foresters — helping them do their jobs faster and safer — rather than replacing them. On the survey and reporting side, the FAO notes that AI is reshaping how forests are monitored, managed, restored, and integrated into global supply chains, with tools like Open Foris Whisp and ForestMap combining LiDAR, satellite imagery, and AI to estimate forest attributes such as volume, biomass, and stand structure and automatically generate standardised technical reports [1]. Fire suppression is the flashiest example: AI camera networks like ALERTCalifornia's 1,240 cameras [2] scan for smoke around the clock, and Arizona Public Service reports that the technology notifies them about 45 minutes faster on average than the first 911 call.
On the timber and site-prep side, Scientific American describes AI-powered vegetation monitoring from companies like Overstory [3] that identifies hazard trees near power lines. Still, a February 2026 Journal of Forestry review found that "significant challenges" remain [4] for smoothly applying AI to real-world forest composition estimates, health monitoring, and operations — meaning human foresters are still very much in charge.
Sources
How fast is AI adoption growing for Foresters?
Adoption is picking up quickly for wildfire detection because the economic case is huge — Pano AI's system alone detected 725 U.S. wildfires last year [2], preventing enormous property loss. But adoption is slower for planning and management work. At the 2025 Society of American Foresters conference, the Environmental Policy Innovation Center reported that the bottleneck isn't the technology — it's workforce capability [5], with expensive tools sitting underutilized because agencies haven't defined roles that bridge field knowledge with digital skills.
Ethics also matter: analysts must verify AI smoke alerts to avoid false alarms, and FAO warns that AI in forestry requires precautions around data quality and transparency [1]. The good news for students: the Bureau of Labor Statistics projects employment of foresters and conservation scientists to grow 4% from 2025 to 2035 [6], with about 3,000 openings a year. Field judgment, wildlife knowledge, community relationships, and hands-on fire response remain deeply human — AI is becoming a powerful sidekick, not a replacement.
Sources
Will AI replace Foresters?
Not entirely. We think AI will take over some tasks, but not the whole job.
Foresters earn a 47.7% AI Resilience Score from us, which reflects real pressure but also real staying power. AI is already doing meaningful work here: camera networks scan for smoke around the clock, and one system alone detected 725 U.S. wildfires last year [2]. Satellite and LiDAR tools now estimate biomass and generate standardized technical reports automatically [1]. That is genuinely significant automation of survey and monitoring tasks that used to eat up a forester's time.
But the job does not stop at data collection. Field judgment, wildlife knowledge, community relationships, and hands-on fire response are still deeply human work. A February 2026 Journal of Forestry review found that "significant challenges" remain in applying AI to real-world forest health monitoring and operations [4]. The bigger bottleneck right now is not the technology itself but the workforce gap between field expertise and digital skills [5].
The job market picture is mixed. The BLS projects about 3,000 openings a year through 2035 [6], but our demand pillar scores low, so we would not count on rapid growth. The clearest opportunity is in building the hybrid skills that let you use these tools well, because agencies need foresters who can do both.
Sources
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Latest AI news for Foresters
These articles highlight the transformative role of AI in forestry careers. For instance, Aarnibot, a generative AI tool, provides instant answers to field experts, enhancing decision-making and efficiency. Additionally, the collaboration between Polytechnique Montréal and IBM aims to strengthen the forestry supply chain, showcasing how AI can improve sustainability practices. By embracing AI advancements, future foresters can develop resilience in their careers, adapting to new technologies that can optimize their work and contribute to environmental stewardship.
The new AI frontier: The digital transformation of forestry
www.upm.com • 12/16/2025
Meet Aarnibot, a generative AI companion developed by UPM that gives field forest experts instant, AI-driven answers,...
Polytechnique Montréal and IBM launch AI initiative to strengthen forestry supply chain
www.pulpandpapercanada.com • 11/19/2025
Polytechnique Montréal has announced a new collaboration through the IBM Impact Accelerator, a pro bono social innovation program that helps...
The New York College Trying to ‘AI-Proof’ Its Students
www.newsweek.com • 11/2/2025
The rapid development of artificial intelligence—both in capabilities and adoption—has been mirrored by a growing concern that this latest...
How could AI help (and hurt) forestry?
in.nau.edu • 10/6/2025
The whole world is buzzing about the potential and pitfalls of artificial intelligence—including those who work in forestry.
How AI Is Revolutionizing Urban Forestry and Climate Resilience
www.planetizen.com • 1/13/2025
Tree-D Fusion, an AI-driven tool developed by MIT and Purdue researchers, generates 3D models of urban trees to help city planners visualize...
More Career Info
Career: Foresters
They manage and protect forests by planning tree growth, preventing fires, and ensuring wildlife habitats are healthy.
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Employment & Wage Data
Median Wage
$76,400
Jobs (2025)
13,200
Growth (2025-35)
+2.2%
Annual Openings
900
Education
Bachelor's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Direct, and participate in, forest fire suppression.
2
Choose and prepare sites for new trees, using controlled burning, bulldozers, or herbicides to clear weeds, brush, and logging debris.
3
Procure timber from private landowners.
4
Supervise activities of other forestry workers.
5
Subcontract with loggers or pulpwood cutters for tree removal and to aid in road layout.
6
Negotiate terms and conditions of agreements and contracts for forest harvesting, forest management and leasing of forest lands.
7
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.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
