Machine Learning Engineer
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Machine Learning EngineerExperience: 10 to 11 yrsTop Requirement for Role: Client engineer with good hands-on skills in Python and other Client Ops related tools & tech.Roles & Responsibilities:Analyzing the AI/Client algorithms that could be used to solve a given problem and ranking them by their success probability.Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world.Verifying data quality, and/or ensuring it via data cleaning.Supervising the data acquisition process if more data is needed.Finding available datasets online that could be used for training.Defining validation strategies.Defining the preprocessing or feature engineering to be done on a given dataset.Analyzing the errors of the model and designing strategies to overcome them.Deploying models to production.