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Data Scientist - Bentonville, United States - Centraprise
Description
Job title:
Data Scientist
Job Location:
Bentonville, AR - Onsite
Job Type:
Fulltime
Job Description:
Proven experience in deploying real-time AI/ML models using Google Cloud Platform.
Strong programming skills in Python and PySpark.
Proficiency with SQL and relational databases, data warehouses, and Big Query.
Experience in scaling marketing-related AI/ML solutions such as cross/upsell, recommended systems, and category propensity.
Experience in deploying and managing Large scale Machine Learning Models is a plusExpertise with classical ML algorithm like K-NN, LSH, logistic regression, linear regression, SVM, Random forest and clustering.
Good understanding of ML & DL algorithms and frameworks (Scikit-learn,Spacy, Tensor flow/Keras/ PyTorch)Experience in deep learning Algorithms like MLP, CNN, RNN, LSTMs and GANs, Transformers and LLMs.
Excellent programming skills in PythonExpertise in Google Cloud and operationalization of models using MLOPs.Experience in scheduling jobs for automated training and inference of AI/ML models using airflow or any other workflow orchestration platform.
Proficiency in collecting data from different data sources, data cleaning, preprocessing, and feature engineering.Understanding of regression, classification, and unsupervised ML algorithms.
Experience in mentoring junior associates in scaling 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 and non-technical audiences.
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