Production experience with GenAI frameworks (LangChain, LlamaIndex, Haystack, etc.) Familiarity with LLM observability and evaluation tools (LangSmith, Weights & Biases, TruLens, etc.) Experience with vector databases, embedding models, and retrieval algorithms Knowledge of agent architectures and knowledge graphs for LLM applications Experience with CI/CD pipelines and MLOps practices Experience with drift detection and model monitoring in production Track record of presenting insights to senior leadership and influencing business strategy Sound communication skills - adept at messaging domain and technical content, at a level appropriate for the audience. As a Data Scientist, US Decision Intelligence, you will employ predictive modeling, data visualization, and statistical analysis techniques to build end-to-end solutions for internal stakeholders, leveraging sales performance data, market data, programs, external data, etc.