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SciML Engineer

SciML Engineer

GeekxKarnataka, India
2 days ago
Job description

Applied SciML Engineer

We're looking for an engineer with deep expertise in scientific machine learning and

computational geometry to build production ML systems for physical simulation data.

Requirements

Core Deep Learning Experience (3+ years)

  • Hands-on deep learning training with scientific datasets : CAD geometries, CFD

simulations, or similar physical data

  • End-to-end model development : data preparation, training, hyperparameter tuning
  • Multi-GPU training and GPU memory optimisation

  • PyTorch and PyTorch Lightning proficiency
  • Technical Depth Demonstrated experience (via publications in top venues OR 3+ years

    industry experience) in one or both areas :

    Computational Geometry : PointNet, DGCNN, TripNet, MeshGPT, or similar geometric

    deep learning architectures

    Scientific ML : PINNs, DeepONet, FNO, Transformers for physics, SCoT, Poseidon, or

    related physics-informed models

    Evidence of Impact Publications in leading ML / computational science conferences / journals OR

    proven track record building SciML systems in industry.

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    Engineer • Karnataka, India

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