ML Researcher – Foundation Models
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About the role
SatSure builds geospatial decision intelligence for agriculture, infrastructure, and climate applications using Earth observation data. You will design, train, and evaluate scalable foundation models for multi-modal and time-series satellite data.
What you'll do
- Design self-supervised learning objectives for geospatial data
- Develop representations across optical, SAR, elevation, and derived signals
- Scale vision and sequence models through training experiments
- Model temporal patterns and land-use changes in satellite data
- Build end-to-end pipelines for data, training, evaluation, and deployment
- Optimize distributed training, GPU utilization, and data pipelines
Skills
Must have
- PyTorch
- Jax
- Distributed training
- Large-scale model training
- Representation learning
- Transformer architectures
- Temporal modeling
- Self-supervised learning
Nice to have
- CUDA
- Mixture of experts
- Geospatial foundation models
- Generative modeling
Tools
- Fsdp
- Deepspeed
- Flashattention
Who it's for
- Experience
- 3 to 5 years
- Domain
- geospatial ai
About SatSure
SatSure has 18 open roles in Bangalore, at Prestige Loka, 202. See every SatSure role.
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