32
/100

SOC 19-1032

Foresters

ModerateFrey/Osborne: 0.8%

Risk Score

⚠️

32/100

Moderate

US Employment

👥

9,650

Total workers

Median Wage

💰

$71K

$49K – $103K

Projected Growth

📈

+1.2%

2023-2033 (BLS)

GenAI Exposure

🤖

67/100

High exposure

How we calculate these numbers →

💡 Foresters face a risk score of 32/100 — 12 points below the national average of 44. With 67/100 GenAI exposure, this occupation faces significant pressure from AI tools despite strong projected growth. See our methodology →

💡 Workers in this field earn $71K ($24K above the national median). The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths →

🔍 AI Impact Analysis

With a risk score of 32/100, Foresters faces moderate automation pressure. While tasks like ai literature review and meta-analysis automation are increasingly handled by AI, the role retains significant human elements. The 9,650 workers in this occupation should focus on strengthening skills in designing novel experiments and research methodologies and interpreting ambiguous results with domain expertise to stay ahead. The role will likely evolve rather than disappear.

Will AI Replace Foresters?

Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →

⚠️ Top Risk Factors

1

AI literature review and meta-analysis automation

2

AI-powered research and literature review tools

3

AI coding assistants reducing developer demand

🛡️ Tasks Safe from Automation

Designing novel experiments and research methodologies

Interpreting ambiguous results with domain expertise

Collaborative scientific discourse and peer review

Ethical oversight of research involving human subjects

📊 vs National Average

Median Wage$71K
+$24K

National avg: $46K

Risk Score32/100
-12

National avg: 44/100

GenAI Exposure67/100
+29

National avg: 38/100

Projected Growth1.2%
-2.5%

National avg: 3.7%

🔄 Career Transition Paths

OccupationRiskWageOverlap
Social Scientists and Related Workers21$93K82%
Political Scientists25$139K74%
Occupational Health and Safety Specialists and Technicians26$79K72%