Senior ML Researcher – Foundation Models
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About the role
SatSure turns earth observation data into decision intelligence for agriculture, infrastructure, and climate applications. You will research and scale foundation models for geospatial data, including representation learning, temporal modeling, training, and evaluation.
What you'll do
- Design self-supervised learning objectives for geospatial data
- Develop multimodal representations across optical, SAR, and elevation inputs
- Scale vision and sequence models for satellite data
- Evaluate model generalization across tasks, sensors, geographies, and time
- Optimize distributed training, GPU utilization, and data pipelines
- Build reusable end-to-end machine learning pipeline components
Skills
Must have
- Machine learning research
- Foundation model development
- Self-supervised learning
- Representation learning
- Multimodal modeling
- Transformer architectures
- Distributed training
- Large-scale model training
- Sequence modeling
- Experimental design
Nice to have
- CUDA optimization
- Mixture of experts
- Geospatial foundation models
- Generative modeling
Tools
- PyTorch
- Jax
- Fsdp
- Deepspeed
Who it's for
- Experience
- 5 to 8 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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