Principal ML Engineer - Ads Modeling & Personalization

Unity; Mountain View (CA); On-site; USD 197,000 - 325,000; Full time

Benefits offered by this job

Health insurance

Commute subsidy

Employee stock ownership

Retirement plans

Vacation and personal days

Family-care programs

Office snacks

Mental health programs

Employee Resource Groups

Training and development programs

Volunteer & donation matching

Job summary

Unity, the world’s leading game engine company, is seeking a Principal Machine Learning Engineer for the Vector Ads Modeling team in Mountain View, CA. You will identify modeling opportunities and design a roadmap that meets customer needs while driving advancements in ads recommendations to deliver personalized experiences.

You should bring hands-on ML/DL expertise, especially in user behavior modeling, with strong Python and PyTorch skills.

Qualifications

• Hands-on experience applying state-of-the-art ML and DL models to real-world problems, especially user behavior modeling.
• Strong Python and PyTorch proficiency and experience with deep learning frameworks.
• Ability to design and evaluate models using large-scale data and metrics.

Responsibilities

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

Skills

Python

PyTorch

Deep Learning

User Behavior Modeling

Job description

Unity, the world’s leading game engine company, is seeking a Principal Machine Learning Engineer for the Vector Ads Modeling team in Mountain View, CA. You will identify modeling opportunities and design a roadmap that meets customer needs while driving advancements in ads recommendations to deliver personalized experiences.

You should bring hands-on ML/DL expertise, especially in user behavior modeling, with strong Python and PyTorch skills.