Senior Artificial Intelligence Machine Learning Engineer

2 weeks ago

tumakuru, India beBeeArtificialintelligence Full time

About the RoleOur team is seeking a highly skilled Senior Artificial Intelligence Machine Learning Engineer to join our fintech organization. The successful candidate will be responsible for building and operating training/serving systems and data pipelines for AI/ML powered applications.The ideal candidate will have experience with designing and building large-scale data pipelines using Hadoop Ecosystem in cloud environments, managing model versions and deployments, and operating ML products that provide real-time prediction services.We are looking for someone with expertise in Python, PySpark, Polars, AWS ML-related services, and GPU optimization. Experience with open-source solutions like Triton, torchserve, BentoML, ONNX, and cloud solutions like AWS Sagemaker Endpoint, GCP Vertex AI, is also desirable.Responsibilities:Leading 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 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 AI-powered applicationsExperience on operating AI 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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