U

Unity

Real-time cross-platform 2D/3D content platform

Senior Machine Learning Engineer - Ads Modeling

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeIn-person

About the Job

Requirements

  • Hands-on experience applying state-of-the-art machine learning and deep learning models to complex real-world problems, specifically in user behavior modeling.
  • Proficiency in Python, PyTorch, and deep learning frameworks.
  • Solid understanding of metric design, large-scale data analysis, and distributed computing frameworks.
  • Proven ability to drive projects end-to-end, solve critical cross-team problems, and deliver measurable business results.
  • Sufficient knowledge of English for professional verbal and written exchanges, since the duties require frequent and regular communication with colleagues and partners worldwide whose common language is English.

Responsibilities

  • Understand the ads business, including product offerings, advertisers’ goals, the ads-serving funnel, and rich real-time and dynamic user interaction data.
  • Drive foundational research for new models and paradigms.
  • Leverage rich user data and large-scale compute to validate models rapidly.
  • Collaborate closely with engineering and product teams to productionalize research.

About the Company

Unity

Real-time cross-platform 2D/3D content platform

Unity is a software platform for creating interactive experiences in 2D, 3D, VR, and AR. It provides a real-time development engine and editor that lets users design, build, and publish content across many platforms, including mobile devices, PCs, and consoles. The product works by compiling assets, scripts, and scenes into a live, interactive app that can be exported to different devices; users can iterate in real-time and access cross-platform tools, asset libraries, and services. Unity differentiates itself from competitors with its broad, cross-platform real-time engine, a large ecosystem and marketplace, and a tiered subscription model plus additional support services tailored to individuals, studios, and enterprises. Its goal is to help developers—ranging from hobbyists to large companies—create and deploy interactive content quickly and at scale across multiple industries such as gaming, film, architecture, automotive, and engineering.

Company size
5,001-10,000
Company stage
IPO
Headquarters
San Francisco, CA
Founded
2009

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