Data Science Manager (Credit)

Added
16 days ago
Type
Full time
Salary
Salary not provided

Related skills

sql python pandas scipy xgboost

๐Ÿ“‹ Description

  • Develop, test and productionize attribution and predictive algorithms using ML and optimization.
  • Contribute to attribution modeling, CAC/mCAC, LTV, MMM, multichannel attribution.
  • Design experiments and interpret results to draw actionable conclusions.
  • Work in cross-functional teams across product, engineering, business.
  • Develop, test and own production marketing attribution models for better budgeting and efficiency.

๐ŸŽฏ Requirements

  • 5 years in quantitative analysis roles; FMCG or fintech preferred.
  • MSc required; PhD preferred in Physics, Statistics, Engineering, CS or Mathematics.
  • Statistical inference, Bayesian stats, causal inference, time series, optimization.
  • Extensive experience in multichannel attribution and marketing mix modeling.
  • Python programming with Pandas, SciPy, XGBoost; PyMC3; Jupyter.
  • End-to-end model development; strong SQL and cloud skills.
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