AI Machine Learning Lead

2 days ago


guntur, India beBeeSenior Full time

Job TitleWe are seeking an experienced Senior AI ML Engineer to join our team. This role involves building and operating training/serving systems and data pipelines for ML/LLM powered applications in the fintech domain.This is a senior position that requires strong leadership skills, expertise in designing and implementing large-scale data pipelines, and experience in managing model versions and deployments.The ideal candidate will have a deep understanding of machine learning algorithms, data structures, and software design patterns, as well as excellent problem-solving skills and ability to work in a fast-paced environment.ResponsibilitiesLeading 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 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 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 QualificationExperience 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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