Senior ML Engineer - Ads Modeling & Personalization

Unity; Mountain View (CA); On-site; USD 149,000 - 245,000; Full time

Benefits offered by this job

Health insurance

Commute subsidy

Employee stock ownership

Retirement plans

Vacation days

Family-care support

Office snacks

Mental health programs

Employee Resource Groups

Training programs

Volunteer program

Job summary

Unity is hiring a Senior Machine Learning Engineer to join the Vector Ads Modeling team in Mountain View. You will advance ads recommendation algorithms using real-time data and state-of-the-art ML/DL techniques to deliver a personalized ads experience.

Responsibilities include researching new models, validating with large-scale data, and partnering with engineering to bring research to production. Strong Python/PyTorch skills and experience with user behavior modeling are required.

Qualifications

• Hands-on experience applying state-of-the-art ML/DL models to real-world problems.
• Experience with user behavior modeling and ads or recommender systems is a plus.
• Proficiency in Python, PyTorch and DL frameworks.

Responsibilities

• Understand ads business, product offering, advertisers goals, and real-time data.
• 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

ML research

Tools

Distributed computing

Job description

Unity is hiring a Senior Machine Learning Engineer to join the Vector Ads Modeling team in Mountain View. You will advance ads recommendation algorithms using real-time data and state-of-the-art ML/DL techniques to deliver a personalized ads experience.

Responsibilities include researching new models, validating with large-scale data, and partnering with engineering to bring research to production. Strong Python/PyTorch skills and experience with user behavior modeling are required.