The role requires you to develop and deploy ML models integrating metagenomics, geospatial, and multimodal agricultural data for precision farming solutions.
Key Responsibilities:
- Build models for soil microbiome analysis using metagenomics sequencing data
- Design geospatial analytics for field mapping, zone management, and spatial yield prediction
- Integrate satellite imagery, weather data, IoT sensors, and qualitative farm records
- Develop multi-omics pipelines combining genomic, environmental, and phenotypic datasets
- Create recommendation systems for fertilizer application, crop selection, and field management
- Deploy scalable models handling heterogeneous data streams in production environments