Data Scientist, Gen AI
Core
Build production-ready generative and agentic AI solutions to improve customer experiences in digital banking.
Role type
Senior IC Data Scientist (Generative AI & Agentic AI)
Builds
Generative AI solutions, agentic workflows, conversational assistants, and colleague drafting tools for retail banking customers.
Domain
Retail Banking / Generative AI / Agentic AI
Deliverable
production ML models
Required skills
Python, SQL, Large Language Models (LLMs), Agent frameworks, Vector stores, Cloud AI platforms, Prompt engineering, Retrieval design, Systematic evaluation of non-deterministic systems, Responsible AI controls, Model lifecycle management.
Preferred skills
Experience in regulated environments, Knowledge of privacy and model-risk controls, Ability to explain model behavior to non-technical audiences.
Technologies
LLM frameworks, Vector stores, Cloud AI platforms, Retrieval systems, Evaluation harnesses.
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 guardrails; Deploy and monitor solutions with telemetry and drift detection.
Seniority
Senior, hands-on IC