Description

1. Statistical Forecasting
- Develop and maintain time-series forecasting models (ARIMA, SARIMA, ETS, Prophet, Theta, ML-based forecasting,exogenous variable modelling etc.).
- Perform trend, seasonality, and variance analysis to improve forecast accuracy.
- Build demand forecasting, sales forecasting, or operational forecasting models for business planning.
- Collaborate with business units to incorporate domain signals into forecasting logic.

2. Regression & Predictive Modelling
- Build and validate regression models (linear, logistic, regularized models such as Lasso/Ridge/ElasticNet).
- Conduct multivariate analysis, hypothesis testing, and variable selection.
- Ensure diagnostic checks (multicollinearity, residual analysis, heteroscedasticity, model fit KPIs).

3. Classification & Machine Learning
- Develop classification models (Random Forests, XGBoost, SVM, Gradient Boosting, Neural Networks).
- Perform model training, validation, hyperparameter tuning, and cross‑validation.
- Build end‑to‑end ML pipelines including data preprocessing, feature engineering,



and model deployment.

4. Data Management & Analytics
- Extract, clean, transform, and analyze large structured and unstructured datasets.
- Use SQL, Python, R, or Spark for data manipulation and wrangling.
- Build analytical dashboards or presentations for leadership consumption.

5. Business Problem Solving
- Translate ambiguous business problems into structured analytical frameworks.
- Present complex analytical findings in easy, business-friendly language.
- Work with cross‑functional teams to support data-driven decision making.

Responsibilities
Statistical Forecasting
- Develop and maintain time-series forecasting models (ARIMA, SARIMA, ETS, Prophet, Theta, ML-based forecasting,exogenous variable modelling etc.).
- Perform trend, seasonality, and variance analysis to improve forecast accuracy.
- Build demand forecasting, sales forecasting, or operational forecasting models for busines

📌 IT_Data Analytics_1 (Uttar Pradesh)
🏢 Havells
📍 Uttar Pradesh