ML Researcher – Foundation Models
BengaluruFull-time3–5 yrsPosted 4 months ago
Mid-level data science role at SatSure Analytics India in Bengaluru. Needs 3–5 years.
About the role
ML Researcher – Foundation Models at SatSure Analytics India. Be the architect of the model’s latent space , designing foundation models for multi-spectral, multi-temporal, and multi-resolution geospatial data.
What you'll do
- Be the architect of the model’s latent space , designing foundation models for multi-spectral, multi-temporal, and multi-resolution geospatial data
- This is a hands-on role involving prototyping, experimentation, and large-scale training
- Work across representation learning, model scaling, and spatiotemporal modeling to build systems that generalize across sensors, geographies, and time
- Design and implement self-supervised learning (SSL) objectives (e.g., Masked Autoencoders, DINO-style methods, contrastive learning) tailored for geospatial data
- Develop multi-modal representations spanning optical, SAR, elevation, and derived signals
What you need
- Machine learning
- PyTorch
- ETL
- Prototyping