About this role
Join Splunk’s Foundational Modeling team at Cisco to research, design, and develop large-scale foundation models focused on graph and multi-modal machine-generated data, and to build distributed training and inference workflows while collaborating with engineering, product, and data science teams to deliver production AI/ML solutions.
Skills for this role
Large-scale graph representation learningGraph Neural Networks (GNNs)GCNGATGraphSAGEGraph TransformersSpatio-temporal GNNsHeterogeneous GNNsKnowledge-graph-augmented modelingLarge language modelingMulti-modal fusionPythonPyTorchTensorFlowPyTorch Geometric (PyG)DGLGraphGymGraphML systemsDistributed trainingModel architecture optimizationInference efficiency optimizationMLOpsAutomated retrainingDrift detectionProduction monitoringAnomaly detectionGraph contrastive learningDynamic graph forecastingFoundation modelsRepresentation learning