Dentsu Aegis Network is seeking a Data Science Manager with a strong background in computing and mathematics to lead the design and execution of Marketing Mix Models (MMM). The role involves engaging with clients, translating complex data into actionable business decisions, and collaborating with various teams to drive data-driven growth
Job Summary
The role involves leading the design and production of Marketing Mix Models to optimize client investment and growth through rigorous statistical validation.
Candidates will act as the technical face for clients, presenting results directly to CMOs and marketing directors while building trusted relationships.
The position requires orchestrating end-to-end MLOps pipelines including data versioning, drift monitoring, and cloud deployment using tools like Airflow and Docker.
Matching Summary
Match Score: 85
Dentsu Aegis Network is seeking a Data Science Manager with a strong background in computing and mathematics to lead the design and execution of Marketing Mix Models (MMM). The role involves engaging with clients, translating complex data into actionable business decisions, and collaborating with various teams to drive data-driven growth.
Skills & Requirements
Must-have
6+ years advanced analytics experience
Python pandas scikit-learn statsmodels
BigQuery SQL and ETL/ELT pipelines
Airflow Cloud Composer dbt Docker Git
Bayesian hierarchical regression modeling
Causal inference geo-tests incrementality
Nice-to-have
PyMC Stan for Bayesian modeling
DoWhy CausalML Double ML expertise
SciPy CVX optimization simulation
LLM fine-tuning for documentation QA
Executive communication with stakeholders
Upselling cross-selling analytical services
Key Requirements
Lic or Ing in Computer Science/Mathematics/Statistics