Senior Marketing Data Scientist
Core
Design and build scalable RAG pipelines, AI agents, and enterprise-grade Generative AI applications for Marketing use cases, while devising analytical frameworks to measure marketing impact.
Role type
Senior Marketing Data Scientist (Generative AI & ML)
Builds
RAG pipelines, AI agents, Generative AI applications, dashboards, and ML models for marketing analytics
Domain
Marketing Technology (Mar-Tech) + Generative AI
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python, SQL, Pandas, NumPy, Regression, Classification, Clustering, Time-series forecasting, Causal inference, NLP, Scikit-learn, XGBoost, PyTorch, TensorFlow, LLM applications, Prompt engineering, Vector databases, Databricks, AWS, Azure, Google Cloud
Preferred skills
Digital marketing practices, KPIs on ecommerce ad platforms, Marketing Mix Modeling, Multi-touch Attribution, Google Analytics, Adobe Analytics, Amazon Marketing Cloud, CRM systems, Commercial B2B marketing, ABM
Technologies
Databricks, AWS, Azure, Google Cloud, Scikit-learn, XGBoost, PyTorch, TensorFlow, Vector databases
Responsibilities
Transform marketing challenges into data science solutions and metrics; Lead development of end-to-end machine learning techniques; Design and build scalable RAG pipelines and AI agents; Define AI architecture and model deployment strategy; Present analysis and recommendations to senior management; Collaborate with technical teams and business stakeholders to integrate data sources
Seniority
Senior, hands-on IC