Senior Data Scientist – Intelligent Media Targeting

Added
3 hours ago
Type
Full time
Salary
Salary not provided

Related skills

sql python pandas scikit-learn numpy
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📋 Description

  • Design and develop customer segmentation models (K-Means, GMM, DBSCAN)
  • Build and deploy Marketing Mix Models (MMM) to measure marketing effectiveness
  • Engineer RFM and behavioral features (spend trajectory, recency)
  • Develop statistical and ML models for targeting, campaign optimization, and measurement
  • Perform causal inference and A/B testing to measure incremental impact
  • Apply SHAP to generate actionable business insights

🎯 Requirements

  • Bachelor's or Master's in CS, Stats, Math, or related field
  • 5–8 years in Data Science, Customer/Marketing Analytics
  • Lead/Manager: 8–12 years with team leadership
  • Strong Python for production analytics
  • Proficient with pandas, NumPy, scikit-learn
  • Strong SQL with joins, aggregations, window funcs
  • Statistics: regression, hypothesis testing, validation
  • Production-grade ML solutions experience
  • Segmentation & marketing analytics experience
  • MMM, Marketing Effectiveness, MTA experience
  • Causal inference and A/B testing
  • Explainable AI: SHAP, LIME, or similar
  • Generative AI/LLMs experience

🎁 Benefits

  • Dynamic Career Growth
  • Idea Tanks
  • Growth Chats
  • Snack Zone
  • Recognition & Rewards
  • Certifications in AI/DS/Cloud
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