Machine Learning Engineer, Ads Personalization
Mountain View, CA (On-site)
Posted 4 weeks ago
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Job Summary
Own and drive the end-to-end design, deployment, and monitoring of user understanding models, ensuring reliability and continuous improvement while shaping the team’s long-term technical direction and translating complex concepts for non-technical stakeholders.
Job Description
Responsibilities
- Design, implement, and maintain user understanding models.
- Ensure model quality and reliability by continuously monitoring performance, calibrating predictions, and addressing data drift or delayed feedback.
- Actively participate and work with other leads to set the long-term direction for the team, plan and oversee engineering designs and project execution.
- Effectively communicate complex technical concepts to non-engineering stakeholders.
Requirements
- Advanced degree (MS or Ph.D.) in Computer Science, Machine Learning, Statistics, related field, or equivalent practical experience.
- 5+ years of hands-on experience building and operating large-scale Ads delivery and optimization systems.
- 3+ years of experience in content understanding, behavior modeling, user profiling, and cohort analysis.
- Significant experience in one or more general-purpose programming languages like Python, Go, Scala, C++ or similar.
- Knowledge of metric design, experimentation methodologies, and large-scale data analysis.
Preferred
- Experience designing and productionizing optimization algorithms in an ad serving platform and/or other marketplaces.
- Experience with state-of-the-art control systems, reinforcement learning algorithms.
Benefits
- Benefits At Unity, we want our team members to thrive. We offer a wide range of benefits designed to support well-being and work-life balance.
- Please note: Benefits eligibility, specific offerings, and coverage vary based on the country and employment status.
- While specific benefits vary, here are some of the ways we strive to take care of our eligible team members globally: Comprehensive health, life, and disability insurance | Commute subsidy | Employee stock ownership | Competitive retirement/pension plans | Generous vacation and personal days | Support for new parents through leave and family-care programs | Office food snacks | Mental Health and Wellbeing programs and support | Employee Resource Groups | Global Employee Assistance Program | Training and development programs | Volunteering and donation matching program
Unity South APAC (SEA, ANZ, IND Subcont.)
Unity (NYSE: U) is the world’s leading platform for creating and operating real-time 3D (RT3D) content. Creators, ranging from game developers to artists, architects, automotive designers, filmmakers, and others, use Unity to make their imaginations come to life. Unity is the foundation upon which the world’s most powerful digital content is created. Specifically, Unity’s platform provides a comprehensive set of software solutions to create, run and monetize interactive, real-time 2D and 3D content for mobile phones, tablets, PCs, consoles, and augmented and virtual reality devices.In the fourth quarter of 2021, Unity had, on average, 3.9 billion monthly active end users who consumed content created or operated with its solutions. The applications developed by these creators were downloaded, on average, five billion times per month in 2021. For more information, please visit www.unity.com. Check out our Global page www.linkedin.com/company/unity
