Senior Director, RGM Product AI Engineering
Core
Building the intelligence layer of Coca-Cola's Global Revenue Growth Management (RGM) product, an agentic AI platform that automates commercial decision-making for pricing, promotion, and portfolio optimization.
Role type
Senior Director, hands-on AI Engineering
Builds
An intelligent decision platform where AI agents interact with enterprise data, run optimization models, and generate commercial recommendations for global markets.
Domain
CPG (Consumer Packaged Goods) / Revenue Growth Management / Agentic AI
Deliverable
production ML models
Required skills
Python, pandas, SQL, LLM orchestration (LangGraph, LangChain), retrieval-augmented generation, prompt engineering, evaluation metrics for generative systems, CI/CD, cloud deployment, Azure data stack
Preferred skills
Master's degree in CS/Engineering/Data Science, experience with traditional ML and optimization models, understanding of commercial pricing/promotion data
Technologies
Python, LangGraph, LangChain, Azure Data Lake Storage, Databricks, Synapse, SQL Server, vector stores
Responsibilities
Own prompt versioning and pipeline orchestration; extend LangGraph pipelines for KPI computation and narrative generation; define evaluation metrics and gate releases; build retrieval systems over reference material; prototype new analyses; integrate LLM capabilities with traditional optimization models; design human-in-the-loop guardrails; manage technical decisions on model providers and hosting.
Seniority
Senior Director, hands-on IC
