Forestry and natural environment technical engineers

Ingenieros técnicos forestales y del medio natural

4.0
AI exposure: Moderate
4 / 10
Theoretical estimate — not a prediction
Employees
5K
Average salary
34,195 €
Exposed wage index
65M €
employment × salary × score
Score sub-components
D
Displacement potential 5
C
Current AI capability 5.8
F
Physical barrier 8
R
Regulatory friction 2.8
Formula: (D*C/10)*(1-F/20)*(1-R/20)
Automation vector
Their technical work in the natural environment involves the operational management of forestry and physical conservation projects. AI facilitates precision mapping and automated forest inventory through drones and LiDAR technology. However, the technical execution of projects in rugged terrain and the management of field teams require a physical operational capacity that AI does not possess.
Automation vector (Spanish)
Su labor técnica en el medio natural implica la gestión operativa de proyectos forestales y de conservación física. La IA facilita la cartografía de precisión y el inventariado forestal automatizado mediante drones y tecnología LiDAR. No obstante, la ejecución técnica de proyectos en terrenos abruptos y la gestión de equipos de campo requieren una capacidad operativa física que la IA no posee.
Hybrid EU AI Act: Minimal risk Employment confidence: A
→ Open in the interactive dashboard
Source: LFS Q4 2025, INE Census 2021, SEPE 2024 · Methodology v30 · CC BY 4.0 · Authors: Álvaro de Nicolás, Miguel Sureda