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ML Researcher – Foundation Models

SatSureAshok Nagar, BangalorePosted 4 months ago
  • Mid level
  • Full time
  • 3 to 5 years
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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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