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Data Analytics Engineer

Northern Trust · Chicago, IL · $114,500–$194,700 a year · Full time

Posted Jul 22, 2026 · We last checked this listing on Oct 6, 2026

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Likely interview questions for this role

Written from this job description, not a generic list. Each one notes what the interviewer is really checking.

About your past

Tell me about an ML or GenAI solution you designed for a real business problem. How did you know it worked?

What they are checking: Evidence of delivering working AI solutions with measurable results, not just experiments.

Tell me about a change or transformation effort you drove. What resistance did you face?

What they are checking: Experience driving process improvement, which the posting lists as a key skill.

Describe a time you worked independently on a hard problem with little direction.

What they are checking: Self-direction and curiosity, both named as key traits for this role.

What would you do

A business team asks for an AI model but can't define success. What do you do?

What they are checking: Ability to shape vague requests into clear goals before building anything.

Your model performs well in testing but poorly once deployed. How do you investigate?

What they are checking: Understanding of data drift, leakage and production differences that degrade models.

About the work

How would you use GenAI to help analysts in asset management find answers in large sets of documents and data?

What they are checking: Practical thinking about retrieval, accuracy and controls for AI in a regulated setting.

How do you decide whether a problem needs machine learning or a simpler rules-based approach?

What they are checking: Judgment about using the simplest tool that works, which reduces risk and maintenance.

What would you do to prevent a GenAI tool from giving confident but wrong answers to business users?

What they are checking: Awareness of hallucination risk and design choices like grounding, citations and evaluation.

How do you design a data model that supports both analytics and AI use cases?

What they are checking: Understanding of relational and dimensional design and how features and metadata fit in.

How would you handle sensitive client data when building analytics or AI features?

What they are checking: Data privacy and governance awareness appropriate for a financial institution.

Practice this interview out loud.

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The full job description

As published by Northern Trust.

About Northern Trust As a global leader in innovative wealth management, asset servicing, asset management and banking services, Northern Trust (Nasdaq: NTRS) is proud to guide the world’s most successful individuals, families, corporations and institutions. Since 1889, we have aligned our efforts with our three guiding Principles That Endure: Service, Expertise, and Integrity. Together, they reflect the three cornerstones of business conduct which we strive to instill in our employees, whom we call partners, and to provide to our clients and the communities we serve worldwide. With more than 135 years of financial experience and over 24,000 partners, we serve the world’s most sophisticated clients using leading technology and exceptional service. Title: Data Analytics Engineer Key skills required for the role: • Advanced data analytics skills using ML, AI and GenAI. • Expertise in designing data driven AI solution for complex business needs. • Investment Management or Asset Management experience recommended. • Expert level understanding of relational database concepts, dimensional database concepts and database architecture and design, ontology and taxonomy design. • Intellectual curiosity, inclination for independent and self-directed work, and attention to detail. • Professional experience driving change, transformation, and process improvement initiatives. • Manage relationships with stakeholders and executive leadership to achieve business outcomes • Understanding of data security, cyber-security and PII management • Deep understanding of relational and NoSQL data stores, methods and approaches. Roles and Responsibilities: • Manage relationships with all stakeholders, with a focus on setting expectations and maintaining ongoing client satisfaction through effective project management and a strong commitment to customer service. • Evangelize data strategist working through design, documentation, review and cross team negotiations to support strategic business and technology goals. • Displays thought leadership in pursuit of modern architecture principals and technology • Leads technology proof of concepts to ensure feasibility of architecture solutions. • Provides architecture direction for engineers in support of a technical pattern. • Drives continuous technology transformation to minimize technical debt. Continuously improve efficiency and effectiveness of the architecture. • Looks for opportunities to capitalize on technology advances through analysis of key industry and technology trends to assess potential impact on the enterprise. • Participates in defining target state technology architecture and roadmaps. Ensures alignment of IT initiatives with the target state. • Contribute to a fast-paced Agile team and participate in multiple aspects of planning, documentation, execution, testing and launch of projects • Interface with global teams to collaborative work on business deliveries. • Strong grasp of value creation and business capability models for large scale technology platforms. Experience : • Bachelor’s degree in Computer Science or a related discipline is required. • Seasoned expert with technical and business knowledge and functional expertise that has been developed over several years. • Experience in systems analysis and application program development. • Experience with project feasibility, definition requirements, design and/or project leadership. • Experience with various technical programming languages, and phase report studies is required. Salary Range: $114,500 - 194,700 USD Salary range is a good faith estimate of base pay. Northern Trust provides a comprehensive benefits package including retirement benefits (401k and pension), health and welfare benefits (medical, dental, vision, spending accounts and disability), paid time off, parental and caregiver leave, life & accident insurance, and other voluntary and well-being benefits. Northern Trust also provides a discretionary bonus program that may include an equity component. Work Authorization Applicants must be authorized to work in the U.S. without the need for employment-based visa sponsorship now or in the future. Northern Trust will not sponsor applicants for U.S. work visa status for this opportunity (no sponsorship is available for H-1B, L-1, TN, O-1, E-3, H-1B1, F-1, J-1, OPT, CPT or any other employment-based visa). Working with Us As a Northern Trust partner, you will be part of a flexible and collaborative work culture, which has a strong history of financial strength and stability. Movement within the organization is encouraged, senior leaders are accessible, and you can take pride in working for a company committed to an inclusive workplace and assisting the communities we serve. Philanthropy is deeply rooted in Northern Trust’s history and is an essential element of our culture. Employees around the world give their time and talent to work for the greater good of their communities. Reasonable Accommodation Northern Trust is committed to working with and providing adjustments to individuals with health conditions and disabilities. If you need a reasonable accommodation for any part of the employment process, please email our HR Service Center at MyHRHelp@ntrs.com , or alternatively you can discuss your individual requirements with the recruiter you are working with.

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