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    Data Scientist - Bentonville, United States - Tata Consultancy Services

    Tata Consultancy Services
    Tata Consultancy Services Bentonville, United States

    2 weeks ago

    Tata Consultancy Services background
    Description

    • Proven experience in deploying real-time AI/MLmodels using Google Cloud Platform.
    • Strong programming skills in Python and PySpark.
    • Proficiency with SQL and relational databases,data warehouses, and BigQuery.
    • Experience in scaling marketing-related AI/MLsolutions such as cross/upsell, recommended systems, and category propensity.
    • Experience in deploying and managing Large scaleMachine Learning Models is a plus
    • Expertise with classical ML algorithm like K-NN,LSH, logistic regression, linear regression, SVM, Random forest and clustering.
    • Good understanding of ML & DL algorithms andframeworks (Scikit-learn,Spacy, Tensorflow/Keras/ PyTorch)
    • Experience in deep learning Algorithm s like MLP,CNN, RNN, LSTMs and GANs, Transformers and LLMs.
    • Excellent programming skills in Python
    • Expertise in Google Cloud and operationalizationof models using MLOPs.
    • Experience in scheduling jobs for automatedtraining and inference of AI/ML models using airflow or any other workfloworchestration platform.
    • Proficiency in collecting data from differentdata sources, data cleaning, preprocessing, and feature engineering.
    • Understanding of regression, classification, andunsupervised ML algorithms.
    • Experience in mentoring junior associates inscaling AI/ML models.
    • Excellent problem-solving and analytical skills.
    • Strong written and verbal communication skills,with the ability to present and explain complex concepts to both technical andnon-technical audiences.
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