Agentic AI Data Scientist - KYC for Wholesale Banking

ING Hubs Türkiye; Fatih; Hybrid; TRY 350,000 - 850,000; Full time

Benefits offered by this job

Welcome Leave

Career Growth

Personal Growth

Dynamic Culture

Innovation Culture

Global Exposure

Health Care

Meal Card

MultiSport

Job summary

ING Hubs Türkiye is seeking a data science leader to architect and deploy Agentic AI solutions for KYC workflows across ING’s wholesale banking clients. You will design multi-agent systems, build document understanding and information extraction capabilities, and advance graph analytics for risk and compliance investigations.

You will work in a hybrid setup with international teams, applying governance standards and collaborating across ING locations to deliver scalable AI initiatives with real

Qualifications

• 3+ years of experience in Data Science, Machine Learning, AI, or a related field.
• Experience with Agentic AI and LLM-based solutions.
• Hands-on experience with at least one agent orchestration framework such as LangGraph, CrewAI, AutoGen, Google ADK, OpenAI Agents SDK, or similar technologies.
• A degree in Mathematics, Physics, Computer Science, Engineering, Econometrics, or a related field (MSc or PhD is a plus).
• Solid understanding of machine learning techniques, from classical models to modern neural networks.
• Experience applying Data Science methods to real business problems.
• Interest in information extraction, entity resolution, graph analytics, and network analysis.
• Strong communication and stakeholder engagement skills.

Responsibilities

• Agentic AI solutions that automate KYC workflows and decision-support processes.
• Multi-agent systems built using modern orchestration frameworks such as LangGraph, CrewAI, AutoGen, Google ADK, or similar technologies.
• Document understanding and information extraction solutions.
• Entity resolution and corporate ownership discovery capabilities.
• Network and graph-based analytics supporting risk and compliance investigations.
• Machine learning solutions applied to complex banking datasets.
• AI systems developed in line with ING's model governance and compliance standards.

Skills

Data Science

Machine Learning

Agentic AI

Agent Frameworks

Advanced Degree

ML Techniques

Business Problem Solving

Info Extraction

Graph Analytics

Communication

Education

MSc or PhD preferred

Tools

LangGraph

CrewAI

AutoGen

Google ADK

OpenAI Agents SDK

Job description

ING Hubs Türkiye is seeking a data science leader to architect and deploy Agentic AI solutions for KYC workflows across ING’s wholesale banking clients. You will design multi-agent systems, build document understanding and information extraction capabilities, and advance graph analytics for risk and compliance investigations.

You will work in a hybrid setup with international teams, applying governance standards and collaborating across ING locations to deliver scalable AI initiatives with real