Senior Data Scientist - Customer & Marketing Analytics
Hyderabad, TS, India
INR 3080K-5000K (estimate) Senior-level Full Time
Tasks
- Apply causal inference and experimentation
- Apply model explainability with SHAP
- Build customer segmentation and targeting models
- Build pricing optimization and price elasticity models
- Communicate insights to clients and stakeholders
- Define problems and conduct exploratory analysis
- Deliver end-to-end data science solutions
- Deploy and operationalize machine learning models
- Develop Bayesian regression and hierarchical Bayesian models
- Develop predictive and statistical models
- Establish model development experimentation and governance best practices
- Identify analytics opportunities for business value
- Implement constrained and multi objective optimization
- Lead and mentor data science team
- Review model quality and technical accuracy
Perks/Benefits
- Career growth
- Company-sponsored certifications
- Idea pitching and experimentation
- Mentorship
- Recognition and rewards
- Snacks
Skills/Tech-stack
A/B | A/B Testing | AWS SageMaker | B testing | Bayesian Modeling | Causal Inference | Cloud Machine Learning | Cvxpy | DBSCAN | Decision Trees | Difference-in-differences | Feature Engineering | Gaussian Mixture Models | Hyperparameter Tuning | K-Means | K-means Clustering | Machine Learning | Marketing Analytics | Marketing Mix | Marketing Mix Modeling | Mix Modeling | Mixture models | Model Evaluation | Model Explainability | Model Validation | Model selection | NumPy | Pandas | Predictive Modeling | Price elasticity | Pricing Optimization | Pymc | Python | Random Forest | Regression | Regression discontinuity | SHAP | SQL | SciPy Optimize | Scikit-learn | Stan | Statistics | Support Vector Machines | Synthetic control | Vector machines
Education
Bachelor of Engineering | Bachelor of Science | Master of Arts | Master of Science | PhD
Roles
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