Computational Scientist I/II, Soft Matter Formulations - Complex Fluids
Lila SciencesAI & company
Cambridge, United States$118,800 - $187,000 USDSenior
Nvidia
Braidwell LP
Collective Global
Flagship Pioneering
Data & AI
About the role
TL;DR
Develop ML models for complex fluid systems.
- •Develop models, tools, and workflows that accelerate discovery across liquid and flowable soft material systems.
- •Key Responsibilities Develop machine learning models for complex fluid systems.
- •Build structure-property models that connect composition, microstructure, processing conditions, and bulk fluid properties.
- •Incorporate mesoscale or continuum simulation outputs into ML workflows.
- •Requirements Experience applying machine learning to scientific, materials-focused, complex fluid, soft matter, or formulation problems.
- •Domain expertise in colloids, emulsions, surfactants, polymer solutions, rheology, interfacial science, thermophysical fluids, coatings, inks, lubricants, or related fields.
- •Strong Python skills and experience with modern ML frameworks.
Required skills
Pythonscikit-learnTensorFlow
Nice-to-have skills
PyTorchPandasNumPyCI/CDKubernetesGit
Domain expertise
fintech
Benefits & perks
equity, health insurance, paid parental leave, educational assistance, commuters benefits, company subsidized lunch program
Tech stack
Pythonscikit-learnTensorFlowPyTorchPandasNumPyCI/CDKubernetesGit