Lead Data Scientist (Analytics) - Digital Marketing

Added
8 days ago
Type
Full time
Salary
Salary not provided

Related skills

sql python pandas spark scikit-learn
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📋 Description

  • Partner with marketing stakeholders to align measurement strategies with business goals, channels
  • Select and apply attribution, incrementality, and causal inference methods, explaining trade-offs
  • Design and run experiments—including A/B tests, holdouts, matched markets, and geo-lift studies—to
  • Build and maintain Media Mix Models (MMM) to assess channel effectiveness, guide budget allocation
  • Develop AI and machine learning solutions to improve campaign targeting, bidding, experimentation
  • Build scalable data pipelines integrating paid media, conversion, and internal data using SQL

🎯 Requirements

  • 6+ years in data science and analytics, including 3+ years in paid marketing measurement and
  • Expertise in attribution modeling, including multi-touch, algorithmic, and rule-based approaches.
  • Experience designing incrementality studies, A/B tests, holdout analyses, and geo-lift studies.
  • Strong background in Media Mix Modeling (MMM) or marketing mix optimization.
  • Hands-on experience building, optimizing, and deploying machine learning models for marketing.
  • Proficiency in Python, SQL, Pandas, Scikit-learn, and Spark; familiarity with causal inference

🎁 Benefits

  • Term Life Insurance
  • Medical Insurance
  • GrabFlex (customizable benefits package)
  • Parental leave
  • Birthday leave
  • Love-all-Serve-all (LASA) volunteering leave
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