Skills to build
- Soil, water and crop fundamentals
- Sensor calibration, field electronics and IoT connectivity
- GIS maps, data logging and data-quality checks
- Field troubleshooting and communication with growers
Roles and responsibilities
- Install and maintain authorized sensor networks.
- Check readings against field observations.
- Explain trends and support grower-led decisions.
How AI can help
Flag sensor anomalies and provide irrigation or crop-monitoring suggestions for local review.
Where people take responsibility
Growers and qualified advisers judge weather, field conditions and agronomic actions.
Suggested preparation
Agriculture or electronics training with a supervised sensor project and a record of calibration and field observations.