Machine Learning Engineer

1 week ago


palakkad, India beBeeMachine Full time

Machine Learning EngineerAbout the Role:Utilize expertise in machine learning to drive business outcomes by developing and deploying predictive models.Collaborate on training and optimizing large-scale machine learning models for production environments.Design and implement data pipelines and feature stores to support machine learning model development and deployment.Develop and maintain scalable systems for serving machine learning models in real-time.Establish monitoring systems to ensure optimal performance of machine learning-powered applications.Requirements:Proficiency in Python programming language.Experience with designing and implementing large-scale data pipelines using Hadoop ecosystem in cloud environments.Proven ability to manage multiple machine learning model versions and deployments while ensuring continuous updates to ML-powered applications.Hands-on experience with operating machine learning products that provide real-time prediction services.Familiarity with open-source solutions (Triton, TorchServe, BentoML, ONNX) and cloud platforms (AWS SageMaker, Google Cloud Vertex AI) for model serving.Key Skills and Qualifications:Programming Skills: Proficient in Python.Cloud Experience: Hands-on experience with AWS SageMaker and Google Cloud Vertex AI.Data Engineering: Design and implement large-scale data pipelines using Hadoop ecosystem.Machine Learning: Develop and deploy predictive models, train and optimize large-scale machine learning models.Model Serving: Develop and maintain scalable systems for serving machine learning models in real-time.



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