Data Science Manager (Credit)

Tasks

• Analyze experiment results
• Build marketing mix models
• Build multichannel attribution models
• Build time series models
• Collaborate with cross-functional teams
• Design A B testing experiments
• Develop attribution models
• Develop predictive models
• Implement machine learning algorithms
• Maintain production models
• Perform causal inference analysis
• Productionize predictive algorithms
• Use statistical programming for modeling

Perks/Benefits

• N/A

Skills/Tech-stack

Attribution Modeling | Bayesian statistics | CAC modeling | Causal Inference | Cloud infrastructure | Experiment design | Jupyter | LTV prediction | Marketing Mix | Marketing Mix Modeling | Mathematical Optimization | Mix Modeling | Multichannel attribution | Multichannel attribution modeling | Multivariate Testing | Pandas | PyMC3 | Python | SQL | SciPy | Series analysis | Statistical inference | Time Series | Time Series Analysis | XGBoost