19 Aug
|
Equinix
|
Bengaluru
Job Summary
The Senior Data Scientist designs and deploysstatistical, forecasting, and machine learning solutionsto solve complex business problems. This role works with cross-functional teams to buildproduction-ready models, generate actionable insights, and improve planning and decision-making at scale.
The role requires strong expertise instatistics, time series analysis, probabilistic forecasting, machine learning, and Google Cloud Platform (GCP).
Responsibilities
Statistical Modeling Forecasting
- Build and deploystatistical and probabilistic forecasting modelsfor demand, capacity, and trend analysis
- Applytime series methodsincluding regression-based models, ARIMA/SARIMA, and state-space models
- Define modeling assumptions, forecast uncertainty, and evaluation methods
Machine Learning Predictive Modeling
- Build and deploymachine learning modelsfor forecasting and prediction, including regression, tree-based models, gradient boosting and neural networks
- Selectstatistical or ML approachesbased on accuracy, interpretability, robustness, and operational needs
- Develop features and run experiments to improve model performance
MLOps Production Deployment
- Own themodel lifecycle, including development, backtesting, deployment, monitoring, and retraining
- Implementmodel monitoring, performance tracking, and data drift detection
- Ensure models areversioned, reproducible, and production-ready
Data Engineering Modeling
- Perform exploratory data analysis, feature engineering, and hypothesis testing on large, complex datasets
- Identify data requirements for forecasting and predictive modeling, including key inputs, data gaps, and quality needs
- Work with big data technologies and distributed data processing to support scalable modeling
- Partner with data engineering teams to ensure data quality, availability, and productive data pipelines
Visualization Insights
- Create visualizations to communicateforecasts, trends, and model outputs
- Translate model
📌 Senior Data Scientist (Bengaluru)
🏢 Equinix
📍 Bengaluru