About this role
Design, train, and interpret large-scale foundation models that learn directly from raw sensor streams and multimodal physical measurements. Conduct research in representation and multimodal learning, self-supervised methods, large-scale experimentation, and collaborate with engineering and product teams to translate research into production systems.
Skills for this role
Foundation modelsRepresentation learningMultimodal learningSelf-supervised learningContrastive learningTransformersLarge-scale model trainingPythonPyTorchDistributed trainingLarge-scale training infrastructureSensor dataVibration sensingTemperature sensingElectrical signal processingGas sensingVideoMultimodal architecturesModel adaptationExperiment designFailure mode analysisPrototype developmentCross-functional collaboration