Staff ML Engineer — Ads Personalization & Modeling

Unity; Bellevue (WA); On-site; USD 172,000 - 284,000; Full time

Benefits offered by this job

Health insurance

Stock options

Retirement plans

Commuter benefits

Generous PTO

Job summary

Unity Vector represents the next generation of our AI-powered advertising ecosystem. The Staff Machine Learning Engineer will advance ads recommendation models to deliver personalized experiences at massive scale.

You will identify modeling opportunities, design roadmaps, and drive foundational research while collaborating with engineering and product teams to productionalize research for real-world impact.

Qualifications

• Expertise: hands-on experience applying state-of-the-art ML and DL models to real-world problems, esp. user behavior modeling.
• Solid understanding of metric design, large-scale data analysis, and distributed computing frameworks.
• Proven ability to drive projects end-to-end and deliver measurable business results.

Responsibilities

• Identify opportunities and design modeling roadmap addressing customer needs.
• Drive foundational research for new models and paradigms.
• Collaborate with engineering and product teams to productionalize research.

Skills

ML modeling

Python

PyTorch

Behavior modeling

Cross-functional collaboration

Tools

Python

PyTorch

Job description

Unity Vector represents the next generation of our AI-powered advertising ecosystem. The Staff Machine Learning Engineer will advance ads recommendation models to deliver personalized experiences at massive scale.

You will identify modeling opportunities, design roadmaps, and drive foundational research while collaborating with engineering and product teams to productionalize research for real-world impact.