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
Production ML models, conversational assistants, colleague drafting tools, and agentic workflows.
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, Cross-functional collaboration, Agile methodologies.
Technologies
LLM frameworks, Vector stores, Cloud AI platforms, Retrieval pipelines, 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 safety testing; Deploy and monitor solutions with guardrails and drift detection.
Seniority
Senior, hands-on IC