Senior Data Scientist (8 to 11 Years)
Core
Senior Data Scientist enabling clients to leverage data using advanced AI/ML algorithms for independent statistical and machine learning research projects.
Role type
Senior IC data scientist (algorithmic decision-making)
Builds
Production ML models and analytical solutions for client business problems
Domain
Artificial Intelligence and Machine Learning (AIML) across CPG, BFSI, and Healthcare
Deliverable
production ML models
Required skills
Python, R, statistical modeling, machine learning algorithms, data structures, end-to-end data pipeline management, problem decomposition, regression, Bayesian methods, tree-based learners, SVM, RF, XGBOOST, time series modeling, dimensionality reduction, SEM, GLM, GLMM, clustering, deep learning
Preferred skills
NLP, image processing, Linux command line tools, RDBMS, NoSQL, MongoDB
Technologies
Python, R, XGBOOST, MongoDB, Linux
Responsibilities
Implement analytical solutions and techniques independently; conceptualize, design, and deliver high-quality solutions and insightful analysis; conduct research and prototyping innovations; consult clients on advanced statistical and machine learning problems; collaborate with engineering and product teams to implement models and monitor outcomes; deliver AIML solutions for customer segmentation, propensity modeling, churn modeling, forecasting, and price optimization.
Seniority
Senior, hands-on IC