Scan your resume against ATS criteria for this IT_Data Analytics_1 (100) role at Havells India.
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.
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).
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.
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.
Translate ambiguous business problems into structured analytical frameworks.
Present complex analytical findings in simple, business-friendly language.
Work with cross‑functional teams to support data-driven decision making.
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.
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).
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.
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.
Translate ambiguous business problems into structured analytical frameworks.
Present complex analytical findings in simple, business-friendly language.
Work with cross‑functional teams to support data-driven decision making.
Bachelor’s or Master’s degree in
.
of relevant experience in statistical forecasting, predictive analytics, or data science roles.
Experience in manufacturing or/and retail is a plus.
Exposure to cloud environments (Azure, AWS, GCP).
Experience with MLOps, model monitoring, and versioning (MLflow, Git).
Knowledge of NLP or deep learning is an advantage.
Prior experience in building automated forecasting/propensity/Deep Learning pipelines.
Strong experience in
(pandas, NumPy, scikit‑learn, statsmodels, tidyverse).
.
.
Strong understanding of statistics: distributions, probability, ANOVA, hypothesis testing.
Practical experience in
and working with large datasets (preferably Spark / Databricks).
How to apply for IT_Data Analytics_1 (100) at Havells India?
Click the "Apply on Company Website" button on this page to submit your application directly on the employer's official portal.
What is the salary for this role?
Salary details will be discussed during the interview.
What experience is required?
8-15 years of experience is required.
Is this position still open?
Yes, currently active and accepting applications.
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IT_Data Analytics_1 (100)
Havells India · Uttar Pradesh
