Cygnet Infotech | Jobs | Lead Data Scientist | BigDataKB.com | 03-02-22

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    Job Location: India

    Experience: 6 – 12 Years

    Job Description:
    We are looking for an expert in machine learning to help us create product/accelerators and drive as centre of excellence group.

    He/she should have delivered commercial grade products with 6-9 year of relevant experience in ML field.

    You will lead team and instrumental in ML practice establishment.

    You will lead all the processes from data collection, cleaning, and pre-processing, to training models and deploying them to production.

    The ideal candidate will be passionate about artificial intelligence and stay up to date with the latest developments in the field.

    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

    Managing Team members and mentor creating next league of team members

    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 pre-processing or feature engineering to be done on a given dataset

    Defining data augmentation pipelines

    Training models and tuning their hyperparameters

    Analyzing the errors of the model and designing strategies to overcome them

    Deploying models to production

    Apply Here

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