Senior ML Engineer, Ads Personalization & Modeling

Unity; New York (NY); On-site; USD 149,000 - 245,000; Full time

Benefits offered by this job

Health insurance

Equity awards

Retirement plans

Generous vacation

Parental leave

Job summary

Unity seeks a Senior Machine Learning Engineer for the Vector Ads Modeling team to advance ads recommendation algorithms and deliver personalized experiences.

The role emphasizes collaboration with engineering and product teams to productionalize research, and to leverage real-time and large-scale data for rapid model validation.

Ideal candidates bring expertise in state-of-the-art ML/DL, Python, and PyTorch, with a focus on user behavior modeling and scalable infrastructure.

Qualifications

• Expertise in applying state-of-the-art ML and DL to real-world problems, especially user behavior modeling.
• Strong Python proficiency and experience with PyTorch or similar frameworks.
• Solid understanding of metrics design, large-scale data analysis, and distributed computing concepts.

Responsibilities

• Understand ads business including product offering and advertisers goals.
• Drive foundational research for new models and paradigms.
• Collaborate with engineering and product teams to productionalize research.
• Leverage large-scale data to validate models and iterate rapidly.

Skills

State-of-the-art ML

Deep learning

Python

PyTorch

User behavior modeling

Distributed computing

Tools

PyTorch

Job description

Unity seeks a Senior Machine Learning Engineer for the Vector Ads Modeling team to advance ads recommendation algorithms and deliver personalized experiences.

The role emphasizes collaboration with engineering and product teams to productionalize research, and to leverage real-time and large-scale data for rapid model validation.

Ideal candidates bring expertise in state-of-the-art ML/DL, Python, and PyTorch, with a focus on user behavior modeling and scalable infrastructure.