Senior Data Scientist - Generative AI
Core
Lead the GenAI platform by designing, building, and productionizing systems for prompt-driven solutions, retrieval/RAG pipelines, and creative generation serving live traffic.
Role type
Senior IC machine-learning engineer (generative AI & search)
Builds
Production GenAI systems (LLM, diffusion, RAG) and search/retrieval layers for creative generation and brand data
Domain
Consumer goods (beer) + Generative AI + Search & Retrieval
Deliverable
production ML models
Required skills
LLMs, multimodal generation, prompt engineering, RAG architectures, embedding models, vector similarity search, hybrid search, re-ranking, Azure OpenAI, Databricks, Spark, Python, FastAPI, PySpark
Preferred skills
Master's/PhD in quantitative field, experience with agentic/multi-step RAG, CI/CD tooling, async job orchestration
Technologies
Azure, Azure OpenAI/Foundry, Databricks, Spark, Python, FastAPI, PySpark, GitHub, pytest, mypy
Responsibilities
Design and productionize GenAI systems end-to-end; own search and retrieval layer (embedding, vector search, re-ranking); apply frontier techniques (fine-tuning, few-shot learning) to solve complex problems; utilize cloud platforms for large-scale data processing and model serving; implement automation and evaluation workflows (offline eval, A/B testing, monitoring); collaborate with cross-functional teams and mentor data scientists on GenAI best practices
Seniority
Senior, hands-on IC