About this role
Sephora is hiring a Machine Learning Engineer in Singapore to architect, develop, train and deploy production real-time ML applications and LLM-based applications across mobile, web, and in-store channels. The role manages the end-to-end ML lifecycle using tools like Kubeflow Pipelines and GCP Vertex AI and collaborates with product, data engineering, and global MLE teams.
Skills for this role
PythonPyTorchTorch LightningFastAPILitServeKubeflow PipelinesVertex AICloud RunBigQueryBigQuery SQLLLM AgentsPrompt EngineeringFine-tuningReinforcement LearningRecommendation EnginesComputer VisionNatural Language Processing (NLP)AirflowZenMLDBTPySparkPolarsMLOpsAPI DevelopmentModel DeploymentFeature EngineeringModel TrainingPerformance MonitoringContinuous RetrainingServerless computing on GCP