Senior Machine Learning Engineer - Conversion Modeling at unity3d | San Francisco
UnitySan Francisco, CA, USA On-site Full-time $172.2K/yr - $258.4K/yr
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Qualifications
Design, implement, and maintain high-performance CTR and CVR prediction models that drive ad ranking and recommendation systems. Develop and enhance systems for creative comprehension and user behavior modeling, leading to more precise and context-aware engagement predictions. Ensure model quality and reliability by consistently monitoring performance, calibrating predictions, and addressing data drift or delayed feedback. Collaborate with team leads to establish the long-term vision for the team, plan, and supervise engineering designs and project execution. Communicate complex technical concepts effectively to non-engineering stakeholders.
About the job
About the Opportunity
At Unity, we are dedicated to fostering a culture of collaboration and innovation. Our dynamic environment allows us to tackle intricate challenges that create significant value for creators and users within our ecosystem.
The Vector team is at the forefront of this mission, creating cutting-edge conversion rate (CVR) prediction and market price models that enhance our ad ranking and recommendation systems. These models enable advertisers to engage the right users at optimal moments by accurately assessing engagement and conversion probabilities. By harnessing extensive behavioral data, creative features, and contextual signals, we continually refine our predictions’ relevance and accuracy. This leads to crucial outcomes such as increased user engagement, improved conversion rates, and a better return on ad spend—empowering advertisers to meet their objectives while enhancing user experience.
We are on the lookout for an experienced Senior Machine Learning Engineer to spearhead advanced bidding optimization systems that facilitate efficient budget management, goal-driven automated strategies, ongoing enhancements through experimentation, and sustainable growth for Unity Ads.
About Unity
Unity is a leading platform for creating and operating interactive, real-time 3D content. We are committed to empowering creators and developers to build amazing experiences and reach their audiences effectively. Our culture values innovation, teamwork, and customer-centric approaches, driving us to continuously improve and evolve.