About this role
Early-career, hands-on R&D role building machine learning systems that learn from industrial data and bridge physics-based simulation with modern ML. Responsibilities include building the data foundation, implementing and training models in Python (PyTorch), developing AI tooling and dashboards, running experiments, and helping bring prototype code to production quality.
Skills for this role
PythonPyTorchscikit-learnNumPypandasSciPyMatplotlibNeural networksModel trainingOptimizationGitLinuxData ingestionData cleaningData transformationData validationMetadata standardsData pipelinesMetadata schemasData quality frameworksScientific computingNumerical methodsSimulation conceptsModeling of physical systemsSurrogate modelingPhysics-informed machine learningCFDComputational mechanicsApplied physicsLangChain