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Job description
About the Team
The Advertising Performance group focuses on performance for all participants in the Advertising ecosystem – Advertisers, Publishers and Roku. The systems and solutions span across different disciplines and technologies to perform real‑time multi‑objective optimization with distributed systems at large scale and low latencies. We use machine learning, reinforcement learning, AI, control and optimization systems and auction dynamics to solve a large set of complex problems. At the core of this is our Machine Learning, Experimentation and Inference Platform that powers the entire landscape, which we continuously evolve over time.
About the Role
In this role you will work on applying state‑of‑the‑art research and conducting your own research to develop novel methodologies to solve a large variety of challenging problems in Advertising related to conversion modeling aligned with attribution methodologies/models, calibration, dynamic creative generation and optimization, forecasting and time‑series modeling, yield and margin optimization, and experimentation for A/B and multivariate testing.
What you’ll be doing
Applying research and conducting your own research to build SOTA deep learning discriminative models
Building generative models to generate image and video ads geared towards optimizing performance
Stay at the forefront of advancements in related areas
We’re excited if you have
PhD in a quantitative discipline such as CS, Statistics, Applied Math or related field
8+ years of experience in applied research using statistical and deep learning techniques
Published paper(s) on deep learning models for Advertising or related areas
Excellent communication and collaboration skills
Preferred Qualifications
Experience in the Advertising domain
Contributions to open‑source ML projects
Our Hybrid Work Approach
Roku fosters an inclusive and collaborative environment where teams work in the office Monday through Thursday. Fridays are flexible for remote work except for employees whose roles are required to be in the office five days a week or employees who are in offices with a five day in office policy.
Benefits
For California Only – The estimated annual salary for this position is between $148,750 and $361,000 annually. This role is eligible for health insurance, equity awards, life insurance, disability benefits, parental leave, wellness benefits, and paid time off.
Accommodations
Roku welcomes applicants of all backgrounds and provides reasonable accommodations and adjustments in accordance with applicable law. If you require reasonable accommodation at any point in the hiring process, please direct your inquiries to
#J-18808-Ljbffr
Worksite address
san jose, CA, 95199, US
Who can apply
Review the original listing for work authorization, qualifications and employer requirements.