(Senior) Scientist, Machine Learning
Tasks
- Build scalable featurization and modeling pipelines
- Collaborate with cross functional teams to translate platform data into models
- Communicate model performance and scientific implications
- Design machine learning benchmarks and validation strategies
- Develop machine learning methods for molecular quantum chemical features
- Perform data curation quality control and dataset construction
- Productionize modeling workflows with engineering teams
- Refine and fine tune generative molecular models
Perks/Benefits
Skills/Tech-stack
Active Learning | Chemical informatics | Cheminformatics | DGL | Data Curation | Deep learning | Density Functional Theory | Diffusion Model | Diffusion Models | Electronic structure | Equivariant Neural Networks | Gaussian | Generative Models | Graph Neural Networks | Machine Learning | Molecular Featurization | Molecular Modeling | Molecular representation | Neural Networks | Orca | PyTorch | PyTorch Geometric | Python | QChem | Quantum Chemistry | RDKit
Education
Regions
Countries
States
Cities
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