Staff Machine Learning Engineer, Ads Modeling

Unity Technologies SF•Mountain View, CA

22h

About The Position

The Opportunity Unity Vector represents the next generation of our AI-powered advertising ecosystem, a forward-looking evolution of our machine learning infrastructure and models. We are seeking a Staff Machine Learning Engineer to join our Vector Ads Modeling team. In this role, you will work with a high-performing high-impact team to advance ads recommendation algorithms to deliver personalized ads experience.

Requirements

Hands-on experience applying state-of-the-art machine learning and deep learning models to complex real-world problems, specifically in the domains of user behavior modeling.
Proficiency in Python, Pytorch and deep learning frameworks.
Solid understanding of metric design, large-scale data analysis, and distributed computing frameworks.
Proven ability to drive projects end-to-end, solving critical cross-team problems and delivering measurable business results.
Sufficient knowledge of English to have professional verbal and written exchanges in this language since the performance of the duties related to this position requires frequent and regular communication with colleagues and partners located worldwide and whose common language is English.

Responsibilities

Identity opportunities and design modeling roadmap that addresses customer needs.
Drive foundational research for new models and paradigms.
Leverage rich user data and large-scale compute to validate models rapidly.
Collaborate closely with engineering and product teams to productionalize research.