Job Description

Job Description

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Responsibilities

  • Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress

  • Managing available resources such as hardware, data, and personnel so that deadlines are met

  • Analyzing the ML 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 o...

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