Talentsmart
1 year ago
AI Forecasting Engineer
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Company information
- Company
- Talentsmart
- Location
- India, Karnataka, Bangalore India
- Posted
- 1 year ago
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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