Machine Learning Engineer

Job Description

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Ventas is a leading S&P 500 company enabling exceptional environments that benefit a large and growing aging population. With an enterprise value exceeding $50 billion and a portfolio of more than 1,400 properties across North America and the United Kingdom, Ventas is a preeminent participant in the longevity economy. Its largest business is private-pay senior housing, which includes over 850 communities providing valuable care and services to more than 90,000 residents. The Ventas portfolio also includes outpatient medical buildings, research centers and healthcare facilities that attract strong institutional demand from the largest health systems, biomedical companies and universities and other research institutions in the world. Backed by strong financial performance and a collaborative culture, Ventas has the capital, capabilities and relationships to deliver superior value. The experienced Ventas team shares a commitment to each other and to the Company’s mission of helping people live longer, healthier, happier lives.

The IT team delivers technology solutions that enable efficiency, security, and innovation across the enterprise. The team manages infrastructure, cybersecurity, and digital tools that power collaboration and decision-making. IT plays a critical role in building a scalable, future-ready foundation for continued success.

About the Role

The Machine Learning Engineer is responsible for designing, building, deploying, and maintaining production‑grade machine learning solutions that drive business value across the enterprise. This role sits at the intersection of software engineering and data science, with a strong focus on scalable ML systems, model lifecycle management, and integration with enterprise platforms. The ideal candidate is hands‑on, technically strong, and comfortable operating in a fast‑paced, cross‑functional environment. Key responsibilities include:

* Design, develop, trai...