A Forester carries a 27/100 AI replacement risk (low). AI can already handle routine documentation and reporting; Judgment in ambiguous situations still needs a person. Of exposed work, ~62% is automation vs 38% augmentation. Capability clock: ~4.9 years (2031). (ReplacedYet AI-Risk Index, 2026 data.)

Will AI replace a Forester?

AI replacement risk: 27/100 (low risk). Low exposure — this work resists automation and is hard for AI to replace.

Timeline: 5+ years / low. Of the exposed work, roughly 62% is likely to be automated and 38% augmented. $217.1M/yr of US wages sit in highly-exposed work for this role.

AI/software exposure: 43%. Robot/physical-automation exposure: 2%.

Capability clock: AI's measured task horizon reaches this role's core complexity (~80966.1h of human work) ~4.9 years (2031) — projected from METR's ~4.3-month doubling.

Pressure Index: 19/100 (low) — blends risk, demand trend, and real-world evidence. Job postings up 2% vs 2020.

AI tools targeting this role

• John Deere See & Spray — AI-targeted spraying and field automation

Layoff signal: low — Precision-ag automation is advancing, but most field roles remain stable for now.

Tasks at risk

• Routine documentation and reporting — AI drafts and formats standard documents for a Forester automatically.
• Information lookup and summarization — LLMs retrieve and summarize the references a Forester relies on in seconds.
• Repetitive, rules-based tasks — Predictable parts of a Forester’s workflow are increasingly automated.

Tasks that still need a human

• Judgment in ambiguous situations — A Forester still applies human judgment where rules run out.
• Relationships and accountability — Trust and responsibility in a Forester’s role stay human.

Skills that protect you

• Work alongside AI tools — A Forester who directs AI outperforms one who competes with it.
• Specialize and deepen expertise — Harder-to-automate niches protect a Forester.
• Communication and stakeholder skills — The human side of a Forester’s job is the durable part.

Safer adjacent careers

Childcare Worker (5%) · Hairdresser (6%) · Nursing Assistant (6%) · Teaching Assistant (6%)

Related jobs

Logging Worker (27%) · Agricultural Inspector (27%) · Fisher (28%) · Farmer / Rancher (29%)

Category: Agriculture · Methodology · Download the dataset

ReplacedYet AI-Risk Index. Last updated 2026-06-26. AI-estimated and directionally useful, not a guarantee.