Lead ML Engineer for Ads Personalization & Modeling

Unity Technologies; Mountain View (CA); Presencial; USD 197.000 - 325.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Health insurance

Employee stock ownership

Disability insurance

Retirement plan

Commute subsidy

Descripción de la vacante

Unity Technologies in Mountain View seeks a Principal Machine Learning Engineer to advance ads modeling within the Vector Ads Modeling team. You will shape modeling roadmaps, perform foundational research, and scale experiments with large-scale data for personalized ads experiences.

The role emphasizes end-to-end project delivery, collaboration with cross-functional teams, and productionizing research into concrete features and systems.

Formación

• Hands-on experience applying state-of-the-art ML/DL models to real-world problems, especially in user behavior modeling.
• Proficiency in Python, PyTorch and deep learning frameworks.
• Understanding of metric design, large-scale data analysis, and distributed computing.

Responsabilidades

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

Conocimientos

ML/DL experience

Python

PyTorch

Deep learning

User behavior modeling

Distributed computing

Herramientas

Machine learning frameworks

Descripción del empleo

Unity Technologies in Mountain View seeks a Principal Machine Learning Engineer to advance ads modeling within the Vector Ads Modeling team. You will shape modeling roadmaps, perform foundational research, and scale experiments with large-scale data for personalized ads experiences.

The role emphasizes end-to-end project delivery, collaboration with cross-functional teams, and productionizing research into concrete features and systems.