AI-Driven Innovation Lead

1 week ago

vadodara, India beBeeMachineLearning Full time

About BalanceheroBalancehero is a financial services company that operates the mobile app True Balance, a one-stop destination for various financial services. Founded by Charlie Lee in Korea in 2014, Balancehero started its operations in India in the year 2016.The company has expanded its business model to provide financial services, aiming to build a financial platform for the next billion people.True Balance is owned and operated by BalanceHero Group and is an RBI authorized Prepaid Payment Instrument (PPI) issuing entity.The company offers loans through its subsidiary and RBI licensed Non-Banking Financial Company - True Credits Private Limited.Job Title: Senior AI ML Engineer Experience: 7 years+Location: GurgaonAbout the Role:A Machine Learning Engineer at Balancehero builds and operates training/serving systems and data pipelines for ML/LLM powered applications in the fintech domain.About the Responsibilities:Leading actual business impact by training/deploying ML modelsTraining ML/LLM models in production levelBuilding and operating data pipelines and feature stores for training and serving ML/LLM modelsBuilding and operating ML/LLM model serving systemsBuilding and operating monitoring systems for ML/LLM powered applicationsManaging and deploying ML/LLM model versionsRequirements:Fluent 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 ML-powered applicationsExperience on operating ML Products that provide real-time prediction servicesExperience on open source (Triton, torchserve, BentoML, ONNX, etc.) and cloud solutions (AWS Sagemaker Endpoint, GCP Vertex AI, etc.) for model servingPreferred qualification:Experience on Pyspark and Polars in large scale projectExperience on AWS ML-related services (EMR, Glue, Sagemaker, Athena, etc)Experience optimizing high-performance models using GPU

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