SciML Engineer

7 days ago

Bengaluru, Karnataka, India Geekx Full time ₹ 20,00,000 - ₹ 25,00,000 per year

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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