Data Scientist, Gen AI
Core
Build production-ready generative and agentic AI solutions to improve customer experiences in digital banking.
Role type
Senior IC generative AI data scientist
Builds
Production ML models and agentic workflows for customer-facing digital channels
Domain
Retail banking / Generative AI
Deliverable
production ML models
Required skills
Python, SQL, large language model frameworks, vector stores, cloud AI platforms, prompt engineering, retrieval design, systematic evaluation of non-deterministic systems, responsible AI controls
Preferred skills
Experience in regulated environments, model-risk controls, telemetry and drift detection
Technologies
LLM frameworks, vector stores, cloud AI platforms
Responsibilities
Build and evaluate generative AI solutions including RAG and conversational assistants; Design agentic workflows with tool usage and human oversight; Engineer prompts and retrieval pipelines; Create evaluation harnesses and golden datasets; Select and tune models balancing quality, cost, and latency; Apply responsible AI controls and safety testing; Deploy and monitor solutions with guardrails and drift detection