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Senior ML Researcher – Foundation Models

SatSureAshok Nagar, BangalorePosted 5 months ago
  • Senior
  • Full time
  • 5 to 8 years
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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

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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