Agentic AI Data Scientist (Wholesale Banking)

Think Forward!

Our goal is to help people advance in life and in business. ING is a well-established global financial institution with strong financials, a broad international footprint, and omnichannel strategies. If you value innovation, agile ways of working balanced with compliance and quality, reliable service, and a practical, impact-driven approach, this is the place for you.

ING Analytics is a global organization responsible for realizing this vision by positioning ING as a leading data-driven bank, both within the financial sector and beyond. The organization consists of multiple Global Analytics Centres of Excellence across key capabilities such as Pricing, Risk Management, Financial Crime, Customer Intelligence, and People Analytics, supported by strong coordination across data management, technology, customer journey, UX, and external partnerships.

As part of ING Analytics Wholesale Banking (INGAWB), you will contribute to building algorithmic, 10x data-driven products that generate tangible value for our clients and revenue for the bank.

About the Role

We are looking for a Agentic AI Data Scientist who will be responsible for scoping, developing, validating, and documenting Agentic AI solutions that form the core of products developed by ING Analytics Wholesale Banking for ING.

You will work as part of a cross-functional analytics squad, contributing to globally scalable AI solutions, particularly within the KYC domain, while ensuring high quality, governance compliance, and real business impact.

What You’ll Do

• Develop deep expertise in applying Agentic AI techniques to perform automated tasks in the KYC domain, including:

  • Data extraction from documents
  • Completeness and reliability assessments
  • Context engineering and optimization

• Contribute to advanced analytics projects such as:

  • Machine and representation learning
  • Entity resolution
  • Network and graph-based applications

• Adopt best practices and quality standards for developing and deploying fit-for-purpose model pipelines, in line with ING model governance requirements.

• Be an effective member of a model development and implementation squad, challenge the status quo, and focus on building what truly matters.

• Actively learn the business domain, engage with stakeholders, and tell compelling stories with data to create solutions that make our bank — and our society — safer.

What You Bring

(Requirements – based strictly on your first input)

• Proven experience working with Agentic AI and LLM techniques.

• A degree in Mathematics, Physics, Computer Science, Engineering, Econometrics, or a related field; MSc or PhD is a plus.

• At least 3+ years of work experience in the Data Science field, covering:

  • Data science methods and technologies
  • Statistical modeling
  • Machine learning applied to business problems and/or innovative data-driven products

• Strong proficiency in Python (required)

• Solid knowledge of a wide range of machine learning algorithms, from classical econometric models to state-of-the-art neural networks, and the ability to match them to business problems

• A friendly, approachable personality, with good humor and a collaborative mindset

• Strong motivation to stay up-to-date with the latest developments in data science and AI

What we offer at ING Hubs Turkiye

At ING Hubs Turkiye, we believe that your work should be fulfilling in every way. We pay attention to even the smallest details to ensure that your experience is rewarding. Here’s what you can expect when you join our organization:

Be Yourself, Be an ING'er

• Welcome Leave: Enjoy 14 days of welcome leave, even in your first year!

• Career Opportunities: Self-driven career paths to navigate your journey.

• Personal Growth: Challenging work with endless opportunities.

• Dynamic Environment: Informal, vibrant, and innovative culture.

• Innovation Culture: Explore and apply PACE methodology.

• Global Exposure: Work on global projects.

• Health Care: Comprehensive health insurance for you and your family.

• Private Pension Plan: Secure your future.

• Meal Card, Transportation Allowance, MultiSport Membership, English Development Support

About ING

With 65,000 employees and operations in approximately 40 countries, there is no shortage of opportunities for people with initiative who want to help people take a step ahead in life and in business. Do you want to work at the cutting edge of what’s possible and at the same time ensure you work with integrity and hold the customer’s interests at heart? Then there is no better place to invest your talents than at ING. Join us. Apply today.

About ING Hubs and ING Hubs TR

ING Hubs contribute to ING’s global digitalization and efficiency strategy by delivering scalable expertise in software development, data management, and operations. Present in multiple countries, ING Hubs employ over 13,000 professionals worldwide.

ING Hubs Türkiye focuses on Retail Analytics and Tech, bringing international capabilities to our Istanbul-based hub.