AI Forecasting Engineer

Full Time 2000000.00 - 2500000.00

Job description

Experience: 5-10 Years
Location: Bangalore, Hyderabad, Chennai, Pune, Noida
Work Mode: Hybrid
Notice Period: Immediate
Shift: Second Shift

Mandate skill- Python and advanced forecasting skills with models like arima, sarima etc.

Advanced in Python: Proven experience with core libraries like pandas, numpy, scikit-learn, and matplotlib, plus advanced tools like statsmodels, xgboost, lightgbm, prophet, deep learning-based forecasting (e.g. Neural forecast).

Advanced Forecasting Techniques: Experience with ensemble models, hierarchical forecasting, probabilistic forecasting, and multivariate time series.

Pricing Models: Background in price elasticity modeling, good to have experience in optimization

Model Evaluation: Familiarity with time-series cross-validation, backtesting, and metrics such as MAE, MAPE, RMSE, SMAPE, and prediction intervals.

SQL Proficiency: Ability to query and manage data from relational databases.

Version Control: Comfortable working with Git/GitHub for collaboration and code management.

Required skills

optimization sql python git/github pandas numpy scikit-learn matplotlib statsmodels arima sarima prophet xgboost lightgbm deep learning-based forecasting ensemble models hierarchical forecasting probabilistic forecasting multivariate time series price elasticity modeling time-series cross-validation backtesting mae mape rmse smape prediction intervals

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