Data Scientist Jobs

Over 5 – 10 years in Data Scientist

Roles & Responsibilities

·Experience on AI/ML model development competencies inclusive (but not limited to) of data science models as below:

·Regression Models – Linear & Logistic.

·Customer profiling, segmentation & Clustering (Kmeans, Hierarchical).

·Decision Tree

·Time Series forecasting – Statistical methods such as ARIMA, Exp. Smoothing Methods, ML Forecasting methods such as LSTM, Prophet, Neural Prophet

·Bayesian Networks

·Neural Network – ANN, RNN, CNN, GNN

·Factor Analysis/Principal Component.

·Bagging & Boosting Algos: Random Forest, Gradient Boosting, AdaBoost,XGBoost, CatBoost, LightGBM etc.

·Other techniques – KNN, SVM

·NLP

·Extensive hands on experience with Python, SQL, MS Excel. Practical work experience of machine learning model development & deployment in Python

·Exposure to Operations Research concepts – Mathematical modeling

·Exposure/Experience to ML Ops concepts