AI Data Engineer - University Students - QuantumBlack, AI by McKinsey
McKinsey & CompanyAI Data Engineer - University Students - QuantumBlack, AI by McKinsey
McKinsey & CompanyLocation
New Jersey, NJ, New York City, NY, Washington, DC
Type
Full-time
Posted
9/24/2026
Compensation
$121,600 - $125,000 per year
Job description
In this role, you will build foundational data infrastructure for advanced AI applications, focusing on scalable data pipelines and secure data environments. You will collaborate with cross-functional teams to tackle real-world challenges and contribute to the development of next-generation AI systems. The position offers opportunities for growth as you work alongside diverse experts and engage with clients to drive tangible business value. You will be part of a global Data Engineering community, working in Agile teams to deliver innovative AI solutions.
Requirements
- Upcoming graduation between December 2026 and August 2027 with a degree in an engineering discipline.
- Experience in a data-focused role, including internships or academic projects.
- Ability to write clean, well-documented code in a modern programming language, preferably Python and SQL.
- Interest in or exposure to data engineering in the context of Agentic AI, Generative AI, Machine Learning, or Business Intelligence.
- Familiarity with commonly used data platforms and cloud platforms.
- Exposure to modern software development practices, including version control and foundational concepts in DevOps.
- Exceptional time management skills in a complex and largely autonomous work environment.
- Willingness to learn quickly and adapt to different project situations and tech stacks.
- Strong communication skills in English and local office language(s).
Responsibilities
- Design and maintain scalable data pipelines for AI-driven systems.
- Manage secure data environments and prepare data for AI solutions.
- Collaborate with Data Scientists, Machine Learning Engineers, and industry experts.
- Contribute to R&D initiatives focused on innovating and scaling AI capabilities.
- Assess data landscapes and apply data quality fundamentals.
- Translate simple hypotheses into engineered features.
- Build robust data foundations for scalable, production-ready AI systems.
- Help solve complex business problems at scale.
Benefits
- Employees at McKinsey are often offered a comprehensive benefits package, including medical, dental, and vision coverage, prescription benefits, mental-health resources, expert medical opinions, and travel emergency protection. Financial benefits typically include retirement contributions and savings plans, life/accident/disability insurance, tax-advantaged accounts, and financial coaching. Many roles also feature generous paid time off (including volunteering days), flexible/hybrid work options, family care support (parental leave, fertility/adoption/surrogacy assistance, backup care), tuition reimbursement, transportation benefits, discounts, and matching gifts.
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