Principal, Advanced Analytics – Subscriber Forecasting
El Segundo-CA-2260 E Imperial Hwy, United States
R
USD 134K-244K Senior-level Full Time
Tasks
- Apply survival analysis for churn dynamics
- Apply time series modeling
- Architect automated forecasting pipelines
- Build cohort based tenure forecasting models
- Build reproducible workflows
- Communicate forecasting outputs to executives
- Construct scenario planning frameworks
- Design migration models
- Develop integrated forecasting frameworks
- Develop self service dashboards and monitoring
- Establish forecasting governance standards
- Integrate machine learning into forecasting workflows
- Lead subscriber volume forecasting methodologies
- Perform sensitivity analysis and stress testing
- Produce run rate forecasts and scenario overlays
Perks/Benefits
Skills/Tech-stack
ARIMA | Cohort modeling | Data orchestration | Gradient Boosting Machines | Gradient boosting | Hazard Modeling | Hierarchical Forecasting | LSTM | Machine Learning | Machine Learning Ensembling | Python | SARIMA | SQL | Series forecasting | State Space Models | State-Space | Statistical inference | Survival analysis | Time Series | Time Series Forecasting | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Regions
Countries
States
Cities
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