Job Location: Bangalore/Bengaluru
Roles and Responsibilities
Technical Experience
* Experience with Python and Python Engineering Libraries (at least 7-8 years of professional programming Numpy, Pandas, Object-Oriented Programming)
* Proficient in SQL queries
*Programming frameworks or libraries (PyTorch, Sklearn, Tensorflow, JAX). Expertise in TensorFlow is mandatory.
* Deep Learning techniques (NN Architecture, Transformers, GAM,..)
*Visualization Power BI, PowerPoint, Tableau, QlikView, MicroStrategy
* Experience working in agile environment
* Expert in Statistics Modelling & Algorithms E.g. Hypothesis testing, Sample size estimation, A/B testing
* Expert in Machine Learning Supervised Algorithms. E.g. Regression, GLM, Mixed Effects, Regularization, SVM, Decision Tree (RF, GBM,XGB)
* Expert in Machine Learning Unsupervised Algorithms. E.g. K-means, PCA, SVD,SVM, TSNE,
* Feature Engineering techniques (Correlation, Causality, VIF,…)
* Hyperparameter tuning techniques (Cross Validation, GridSearch)
* Optimization Techniques (Bayes, OLS, Adam, Maximum Likelihood, )
* Model Selection/Management Techniques(Git, MLflow, Explainability, Re-enforcement Learning)
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