Visionary AI/ML Expert

1 week ago

bareilly, India beBeeAIEngineer Full time

Job SummaryBalancehero is seeking an experienced Senior AI ML Engineer to build and operate training/serving systems and data pipelines for AI/ML powered applications in the fintech domain. The ideal candidate will have a strong background in machine learning, experience with designing and building data pipelines for large-scale data, and expertise in operating ML products that provide real-time prediction services.ResponsibilitiesLeading actual business impact by training/deploying AI/ML modelsTraining AI/ML models in production levelBuilding and operating data pipelines and feature stores for training and serving AI/ML modelsBuilding and operating AI/ML model serving systemsBuilding and operating monitoring systems for AI/ML powered applicationsManaging and deploying AI/ML model versionsRequirementsFluent in PythonExperience on designing and building data pipelines for large-scale data using Hadoop Ecosystem in a cloud environmentExperience on managing model versions and deployments while continuously updating one or more AI-powered applicationsExperience on operating AI Products that provide real-time prediction servicesExperience on open source solutions (Triton, TorchServe, BentoML, ONNX, etc.) and cloud solutions (AWS SageMaker Endpoint, GCP Vertex AI, etc.) for model servingPreferred QualificationsExperience on Pyspark and Polars in large-scale projectsExperience on AWS ML-related services (EMR, Glue, SageMaker, Athena, etc.)Experience optimizing high-performance models using GPU

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