Data Scientist

3 weeks ago


Bentonville, United States Tata Consultancy Services Full time

•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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