About this role
Responsible for designing and overseeing the end-to-end architecture of complex AI and ML solutions, including data acquisition, processing pipelines, model training, deployment and inference. Evaluates cloud AI platforms, defines MLOps practices (CI/CD, model monitoring, reproducibility), ensures security and governance, and mentors data scientists and ML engineers.
Skills for this role
AI ArchitectureData AcquisitionData ProcessingData PipelinesModel TrainingModel DeploymentInference ServicesAWS SageMakerAzure MLGCP Vertex AIMLOpsCI/CDModel MonitoringModel Drift MonitoringReproducibilitySecurityData PrivacyEthical AITeam LeadershipMentoringSoftware DevelopmentData EngineeringMachine LearningDeep LearningTensorFlowPyTorchModel Deployment Methodologies